Data-driven Decision MakingLaajuus (5 op)
Opinnon tunnus: HL00BQ82
Laajuus
5 op
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
19.05.2025 - 25.05.2025
Ajoitus
01.08.2025 - 31.12.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Liiketalouden koulutus (HLY2), Laurea yhteinen
Opettaja
- Mitha Jose
- Katja Henttonen
Vastuuopettaja
Mitha Jose
Ryhmät
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
19.05.2025 - 25.05.2025
Ajoitus
01.08.2025 - 31.12.2025
Opintopistemäärä
5 op
Virtuaaliosuus
2.5 op
Toteutustapa
50 % Lähiopetus, 50 % Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Tikkurila
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Tietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen (NDV2), Laurea Tikkurila
Opettaja
- Terhi Kärpänen
Vastuuopettaja
Terhi Kärpänen
Ryhmät
-
NDV224KATietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen, monimuotototeutus, K24, Tikkurila
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
19.05.2025 - 25.05.2025
Ajoitus
01.08.2025 - 31.12.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Liiketalouden koulutus (HLY2), Laurea yhteinen
Opettaja
- Oskari Vesterinen
- Liko D Virtuaali
Vastuuopettaja
Oskari Vesterinen
Ryhmät
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
19.05.2025 - 25.05.2025
Ajoitus
01.08.2025 - 31.12.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Degree Programme in Business Information Technology, Cyber Security (NCA2), Laurea Leppävaara
Opettaja
- Mitha Jose
- Katja Henttonen
Vastuuopettaja
Mitha Jose
Ryhmät
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
19.05.2025 - 25.05.2025
Ajoitus
01.08.2025 - 31.12.2025
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 80
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Katja Suonperä
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HBA224SNDegree Programme in Business Management, daytime studies, S24, Leppävaara
-
HBA224SN2Degree Programme in Business Management (tailor-made), daytime studies, S24, Leppävaara
-
HLA224SNLiiketalouden koulutus, päivätoteutus, S24, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
19.05.2025 - 25.05.2025
Ajoitus
01.08.2025 - 31.12.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Liiketalouden koulutus (HLY2), Laurea yhteinen
Opettaja
- Katja Suonperä
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
19.05.2025 - 25.05.2025
Ajoitus
01.08.2025 - 31.12.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Degree Programme in Business Information Technology, Cyber Security (NCA2), Laurea Leppävaara
- Tietojenkäsittelyn koulutus, kyberturvallisuus (NKA2), Laurea Leppävaara
Opettaja
- Mitha Jose
- Katja Henttonen
Vastuuopettaja
Mitha Jose
Ryhmät
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
19.05.2025 - 25.05.2025
Ajoitus
01.08.2025 - 31.12.2025
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 55
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Tuomas Tammilehto
- Lasse Kivinen
- Kaija Koivusalo
Vastuuopettaja
Lasse Kivinen
Ryhmät
-
HTA224SNTurvallisuuden ja riskienhallinnan koulutus, päivätoteutus, S24, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
25.11.2024 - 24.02.2025
Ajoitus
03.03.2025 - 08.06.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Liiketalouden koulutus (HLF2), Laurea Lohja
Opettaja
- Johanna Wilén
- Oskari Vesterinen
Vastuuopettaja
Oskari Vesterinen
Ryhmät
-
HLF224KAMLiiketalouden koulutus, henkilöstöjohtaminen, monimuotototeutus, K24, Lohja
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
The study unit is conducted online and does not require attendance on campus. The study unit is completed independently following a schedule for work-based learning project documentation or demonstration of competence by a given deadlines.
In addition to independent studying, the study unit includes scheduled guidance sessions and Project Assessment Discussions remotely on Zoom. Attendance in first guidance session (3rd March) is mandatory and session will be partly recorded. Project Assessment Discussions take place on 3-4th June.
The study unit is supported by the Canvas learning environment (opens 3rd March at latest) and study unit Teams channel for group and personal communication. The study unit does not include working in pairs or groups (excluding Business Simulation Game if chosen).
Please notice that there are several ways to complete the study unit:
1) Demonstration of competence (Näyttö)
2) Work-based learning project in your own workplace or in your own company etc., which covers all the learning objectives
3) If your project does not cover all the learning objectives, you can write theory reports or utilize other online courses etc. to complete learning objectives that are not covered by your project
4) If your current work does not enable you to obtain required competencies by conducting a project, it is also possible to utilize Business Simulation Game to achieve the learning objectives (to be discussed).
All possibilities will be discussed and introduced in first guidance session. Also use of artificial intelligence will be discussed.
The learning objectives of the study unit are:
Having completed the study unit the student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Study unit contents:
- Strategic planning
- Management decision making
- Information systems and decision making
- Group decision making
Aika ja paikka
Please refer to the Timetable Engine at https://lukkarit.laurea.fi/ for the schedule information. Laurea reserves the right to modify the timetable.
Oppimateriaali ja suositeltava kirjallisuus
The materials are available online in Canvas platform:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
According to the degree regulations (2024), "Students are entitled to apply for recognition of prior learning regardless of where, when and how the competence has been acquired. ... At Laurea, there are two different procedures for the recognition and accreditation of prior learning: a) accreditation of prior learning (competence acquired in higher education studies at another institution) and b) demonstration of competence (competence acquired in other ways). The recognition and accreditation of prior learning is initiated by the student themselves. The student is responsible for demonstrating and verifying their competence. The student is entitled to guidance for the recognition and accreditation of their competence." Further information in the student intranet.
Työelämäyhteistyö ja/tai TKI
The work-based learning project is preferably completed in student´s own workplace and organisation. (other options described above)
Toteutuksen tärkeät päivämäärät
Demonstration of competence schedule can later be found in Laurea student intra.
Guidance session dates can be found in the schedule section.
Deadline for project documentation is 26th May and Project Assessment Discussions will take place on 3-4th June.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.
Opiskelijan ajankäyttö ja kuormitus
Workload of the study is measured in a way that to acquire the goal competence of the study, one credit corresponds to an average of 26.7 hours of work done by the student. The actual time needed varies e.g. according to prior competence.
Sisältö ja sen jaksotus
Having completed the study unit the student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Study unit contents:
- Strategic planning
- Management decision making
- Information systems and decision making
- Group decision making
Lisätietoja opiskelijoille
The study unit is arranged only for the group HLF224KAM
The language used in the guidance session can be either Finnish or English.
The study unit corresponds to the requirements of Bachelor's level education.
The prerequisite for participation is always that the possible competence prerequisites according to the curriculum (previous study or similar competence) are fulfilled. The student is responsible for taking into account the prerequisite conditions.
The quality of the study unit implementation has been assessed and the self-evaluation report is available for example in Canvas or Teams.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
"Competence assessment is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the assessment criteria listed in the implementation plan for the studies" (Laurea degree regulations 2024).
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
Professional knowledge basis, information searching and reporting
To achieve grade 5 student must be able to
- analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
To achieve grade 3 student must be able to
- critically evaluate information and justify their actions with science-based knowledge
To achieve grade 1 (or pass) student must be able to
- use professional concepts in a consistent manner and demonstrate their familiarity with the knowledge basis
- report and communicate in a professional manner
Professional practice and workplace development
To achieve grade 5 student must be able to
- evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
- anticipate needs of customers and/or co-operation partners
To achieve grade 3 student must be able to
- propose creative solutions at work
- promote professional co-operation and enhance customer and partner relationships
To achieve grade 1 (or pass) student must be able to
- act independently taking into account the operating environment
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
Teamwork, skills, leadership, and responsibility
To achieve grade 5 student must be able to
- evaluate and develop the team’s entrepreneurial and responsible approach to work
- evaluate the possibilities for utilising competence and plan their personal development and development of the team
To achieve grade 3 student must be able to
- act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of their competence in relation to the learning outcomes
To achieve grade 1 (or pass) student must be able to
- describe the significance of their actions for successful co-operation
- describe their competence in relation to the learning outcomes
“Students who have failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit. If the student does not pass the assessment despite the opportunity to complete their study attainment, they must complete the study unit in question in full as specified by the teacher.” (Degree regulations 2024.)
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed. If Tournitin is used when assignments are checked, the lecturer will inform the students of this.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
25.11.2024 - 10.01.2025
Ajoitus
01.02.2025 - 31.07.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Liiketalouden koulutus (HLY2), Laurea yhteinen
Opettaja
- Johanna Wilén
- Kaija Koivusalo
Vastuuopettaja
Johanna Wilén
Ryhmät
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
25.11.2024 - 26.01.2025
Ajoitus
01.02.2025 - 15.04.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Tietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen (NDA2), Laurea Leppävaara
Opettaja
- Mitha Jose
- Katja Henttonen
Vastuuopettaja
Mitha Jose
Ryhmät
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
25.11.2024 - 09.12.2024
Ajoitus
27.01.2025 - 12.05.2025
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
TKI-osuus
1 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Tikkurila
Opetuskielet
- Englanti
Paikat
20 - 71
Koulutus
- Tietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen (NDV2), Laurea Tikkurila
Opettaja
- Terhi Kärpänen
Vastuuopettaja
Terhi Kärpänen
Ajoitusryhmät
- Pienryhmä 1 (Koko: 45. Avoin AMK: 0.)
- Pienryhmä 2 (Koko: 45. Avoin AMK: 0.)
Ryhmät
-
NDV223SNTietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen, päivätoteutus, S23, Tikkurila
Pienryhmät
- Pienryhmä 1
- Pienryhmä 2
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course involves both individual and group work. One lesson will be conducted online as a video session. There is also an optional info clinic available for students.
Students will be divided into groups (Group 1 and Group 2). The groups will be announced in the first lesson.
All other lessons will take place at Tikkurila campus, and Canvas will be used as the learning platform.
Oppimateriaali ja suositeltava kirjallisuus
All material will be found in Canvas platform for enrolled and accepted students.
Optional reading:
Bazerman, M., Moore, D. 2017. Judgement in Managerial Decision Making.Wiley:NJ.
Toteutuksen valinnaiset suoritustavat
According to degree regulations “All students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognised and accredited by the teacher responsible for the module or study unit or another person designated by the director of the UAS unit. The assessment is carried out according to the same criteria and grading scale as that adopted for the corresponding study unit.”
Työelämäyhteistyö ja/tai TKI
There is one project work for company.
Toteutuksen tärkeät päivämäärät
This course will be organized at Tikkurila campus. There are two separate groups and three common lessons for both groups.
The lessons dates:
10.02.2025 12.30 - 15.15 B304 Group 1 and 2
24.02.2025 09.00 - 11.45 B310 Group 1
24.02.2025 12.30 - 15.15 B310 Group 2
24.03.2025 09.00 - 11.45 B310 Group 2
24.03.2025 12.30 - 15.15 B310 Group 1
14.04.2025 09.00 - 11.45 Online Group 1 and 2
29.04.2025 18.00 - 20.00 Optional Zoom-clinic online
05.05.2025 09.00 - 11.45 B304 Group 1 and 2
Kansainvälisyys toteutuksella
Study unit is suitable for Laurea exchange students and for Laurea students abroad.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Business case and dashboard
Lisätietoja opiskelijoille
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
The evaluation is based on assessment criteria which will communicate to the students in first lesson.
Hylätty (0)
Does not complete tasks and does not achieve the required score.
Arviointikriteerit, tyydyttävä (1-2)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– use professional concepts in a consistent manner and demonstrate his/her familiarity with the knowledge basis
– report and communicate in a professional manner
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– act independently taking into account the operating environment
– take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– describe the significance of his/her actions for successful co-operation
– describe his/her competence in relation to the learning outcomes
Arviointikriteerit, hyvä (3-4)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– critically evaluate information and justify their actions with science-based knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– propose creative solutions at work
– promote professional co-operation and enhance customer and partner relationships
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of his/her competence in relation to the learning outcomes
Arviointikriteerit, kiitettävä (5)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
– anticipate needs of customers and/or co-operation partners
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– evaluate and develop the team’s entrepreneurial and responsible approach to work
– evaluate the possibilities for utilising competence and plan his/her personal development and development of the team
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
25.11.2024 - 01.12.2024
Ajoitus
15.01.2025 - 31.07.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Liiketalouden koulutus (HLY2), Laurea yhteinen
Opettaja
- Tarmo Pallari
- Katja Suonperä
Vastuuopettaja
Tarmo Pallari
Ryhmät
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
The study unit is conducted online and does not require attendance on campus. The study unit includes scheduled teaching or guidance online, which is recorded and can be viewed on Canvas afterwards. The study unit includes working in individually, pairs or groups. The study unit requires active participation and commitment to interactive studying. You will receive individual feedback for assignments from the teacher, and working life or peer feedback may also be utilised.
Aika ja paikka
Please refer to the Timetable Engine at https://lukkarit.laurea.fi/ for the schedule information. Laurea reserves the right to modify the timetable
Oppimateriaali ja suositeltava kirjallisuus
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
According to the degree regulations (2024), "Students are entitled to apply for recognition of prior learning regardless of where, when and how the competence has been acquired. ... At Laurea, there are two different procedures for the recognition and accreditation of prior learning: a) accreditation of prior learning (competence acquired in higher education studies at another institution) and b) demonstration of competence (competence acquired in other ways). The recognition and accreditation of prior learning is initiated by the student themselves. The student is responsible for demonstrating and verifying their competence. The student is entitled to guidance for the recognition and accreditation of their competence." Further information in the student intranet.
You may also assess work-based learning as a way to acquire the competence needed. Read more in the student intranet.
Toteutuksen tärkeät päivämäärät
Based on the degree regulations (2024), the student accepted for the implementation is required to confirm his/her participation by showing activity at the start of the study in the following way:
In order to demonstrate activity, the student must be present at the first contact lesson or notify the teacher in charge of his/her absence to confirm his/her participation in the study. Registration will be rejected if the student does not report his/her absence at the start of the study or the reason for the absence cannot be considered justified. Another student can be taken in his place. The first contact lesson is 15.1.2024.
https://laurea.zoom.us/j/64964688378
Canvas opens on 10.1.2025 at 5 p.m.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
Workload of the study is measured in a way that to acquire the goal competence of the study, one credit corresponds to an average of 26.7 hours of work done by the student. The actual time needed varies e.g. according to prior competence. 5 ECST is approximately 135 hours.
Sisältö ja sen jaksotus
The study unit includes four themes or modules. The orientation module must be completed before you can go on to modules 1, 2, 3, and 4.
Orientation
Module 1: Data in Business Environment
Module 2: Decision making
Module 3: Data Analytics and Accounting
Module 4: Data and Artificial Intelligence in Business Context
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
"Competence assessment is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the assessment criteria listed in the implementation plan for the studies" (Laurea degree regulations 2024).
Students who have failed assignments or examinations required for passing a study unit must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
If failing to meet each assignment deadline, penalty -20% applies.
In module 3 evaluation is based of financial analysis of a company. This analysis can be made as a pair work or alone. The analysis DL is 13.4.2025 . It,s not possible to return this assignment after DL.
In this study unit the assessing of the competences will be done by using the criteria set for requirement level I.
Professional knowledge basis, information searching and reporting
To achieve grade 5 student must be able to
- use professional concepts extensively
- compare and choose
- relevant information
- report and communicate in a professional manner
To achieve grade 3 student must be able to
- use professional concepts in a consistent manner when explaining various work practices and situations
- gather information and use their knowledge basis
- report in the agreed manner
To achieve grade 1 (or pass) student must be able to
- use essential professional concepts when explaining various work practices and situations
- search for information in different sources
- report
Professional practice and workplace development
To achieve grade 5 student must be able to
- work independently, using the skills and methods learned
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
- anticipate their need for guidance
To achieve grade 3 student must be able to
- work using the skills and methods learned
- engage in professional interaction with customers and/or co-operation partners and identify their needs
- take part in guidance and utilise it
To achieve grade 1 (or pass) student must be able to
- work under guidance using the skills and methods learned
- interact with customers and/or co-operation partners
- receive guidance
Teamwork, skills, leadership, and responsibility
To achieve grade 5 student must be able to
- promote the team’s work and team spirit
- manage their time appropriately, completing the agreed tasks at the required quality level
- work responsibly, applying the skills and methods learned
- plan and evaluate their work, taking safety and/or ethical aspects into consideration
To achieve grade 3 student must be able to
- engage in goal-oriented work in a team
- plan and manage the progress of their work and use of time
- detect safety-related risks
- justify their actions in accordance with the professional code of conduct
To achieve grade 1 (or pass) student must be able to
- work as a member of a team
- plan the progress of their work and use of time under guidance
- work safely and in accordance with the professional code of conduct
- follow the provided instructions and rules
“Students who have failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit. If the student does not pass the assessment despite the opportunity to complete their study attainment, they must complete the study unit in question in full as specified by the teacher.” (Degree regulations 2024.)
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed. If Tournitin is used when assignments are checked, the lecturer will inform the students of this.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
25.11.2024 - 13.01.2025
Ajoitus
14.01.2025 - 31.03.2025
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Degree Programme in Business Management (HBA2), Laurea Leppävaara
Opettaja
- Lassi Tissari
Vastuuopettaja
Lassi Tissari
Ryhmät
-
HBA223SN3Degree Programme in Business Management (tailor-made), daytime studies, S23, Leppävaara, group 2
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
25.11.2024 - 01.12.2024
Ajoitus
01.01.2025 - 31.07.2025
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLA224KNLiiketalouden koulutus, päivätoteutus, K24, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
25.11.2024 - 01.12.2024
Ajoitus
01.01.2025 - 30.04.2025
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
10 Liiketalous-, tietojenkäsittely- ja palvelualat
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Liiketalouden koulutus (HLY2), Laurea yhteinen
Opettaja
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLYDINLiiketalouden koulutus
-
NDYDINTietojenkäsittelyn koulutus
-
HTYDINTurvallisuuden ja riskienhallinnan koulutus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
20.05.2024 - 15.08.2024
Ajoitus
23.08.2024 - 15.12.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Lohja, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Liiketalouden koulutus (HLF2), Laurea Lohja
Opettaja
- Anu Peltola
- Oskari Vesterinen
Vastuuopettaja
Oskari Vesterinen
Ryhmät
-
HLF223SALiiketalouden koulutus, henkilöstöjohtaminen, monimuotototeutus, S23, Lohja
-
HLB223SALiiketalouden koulutus, oikeudellinen osaaminen, monimuotototeutus, S23, Hyvinkää
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
The study unit is conducted online and does not require attendance on campus. The study unit includes scheduled teaching or guidance online, which is not recorded. The study unit includes working in groups. The study unit requires active participation and commitment to interactive studying. Your group will receive feedback for assignments from the teacher, and peer feedback may also be utilised.
The study unit includes individual work and working in teams. The individual exam of the study unit is made online. Student has to pass the exam to participate Business Simulation Game. The Business Simulation Game of the study unit is played in teams in competition with other teams.
The study unit has Zoom lectures. Study unit orientation is compulsory and others strongly recommended. Please see the schedule.
The learning environment of the study unit is Canvas. Canvas workspace will open on 23rd August at latest.
Assessment of this study unit is based on individual online Exam (30%) and Team assignments in Business Simulation Game (70%).
Aika ja paikka
Please refer to the Timetable Engine at https://lukkarit.laurea.fi/ for the schedule information. Laurea reserves the right to modify the timetable.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
According to the degree regulations (2024), "Students are entitled to apply for recognition of prior learning regardless of where, when and how the competence has been acquired. At Laurea, there are two different procedures for the recognition and accreditation of prior learning: a) accreditation of prior learning (competence acquired in higher education studies at another institution) and b) demonstration of competence (competence acquired in other ways). The recognition and accreditation of prior learning is initiated by the student themselves. The student is responsible for demonstrating and verifying their competence. The student is entitled to guidance for the recognition and accreditation of their competence." Further information in the student intranet.
You may also assess work-based learning as a way to acquire the competence needed. Read more in the student intranet.
Toteutuksen tärkeät päivämäärät
Based on the degree regulations (2024), the student accepted for the implementation is required to confirm his/her participation by showing activity at the start of the study in the following way:
In accordance with the degree regulations (2024), those who have been accepted for the study unit must confirm their participation. Student must complete the exam on time to ensure his/her place in the course. If the student does not confirm participation by acting in this way, his registration for the implementation will be rejected and another student can be taken in his place.
Other important dates can be found in the schedule section.
Always check the learning platform for any changes in the schedule.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
Workload of the study is measured in a way that to acquire the goal competence of the study, one credit corresponds to an average of 26.7 hours of work done by the student. The actual time needed varies e.g. according to prior competence.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor´s level education.
The quality of the study unit implementation has been assessed and the self-evaluation report is available for example in Canvas.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
Competence assessment is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the assessment criteria listed in the implementation plan for the studies. (Laurea degree regulations 2024).
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
Professional knowledge basis, information searching and reporting
To achieve grade 5 student must be able to
- analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
To achieve grade 3 student must be able to
- critically evaluate information and justify their actions with science-based knowledge
To achieve grade 1 (or pass) student must be able to
- use professional concepts in a consistent manner and demonstrate their familiarity with the knowledge basis
- report and communicate in a professional manner
Professional practice and workplace development
To achieve grade 5 student must be able to
- evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
- anticipate needs of customers and/or co-operation partners
To achieve grade 3 student must be able to
- propose creative solutions at work
- promote professional co-operation and enhance customer and partner relationships
To achieve grade 1 (or pass) student must be able to
- act independently taking into account the operating environment
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
Teamwork, skills, leadership, and responsibility
To achieve grade 5 student must be able to
- evaluate and develop the team’s entrepreneurial and responsible approach to work
- evaluate the possibilities for utilising competence and plan their personal development and development of the team
To achieve grade 3 student must be able to
- act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of their competence in relation to the learning outcomes
To achieve grade 1 (or pass) student must be able to
- describe the significance of their actions for successful co-operation
- describe their competence in relation to the learning outcomes
“Students who have failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit. If the student does not pass the assessment despite the opportunity to complete their study attainment, they must complete the study unit in question in full as specified by the teacher.” (Degree regulations 2024.)
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed. If Tournitin is used when assignments are checked, the lecturer will inform the students of this.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
20.05.2024 - 26.05.2024
Ajoitus
19.08.2024 - 31.12.2024
Opintopistemäärä
5 op
Virtuaaliosuus
2.5 op
Toteutustapa
50 % Lähiopetus, 50 % Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Opetuskielet
- Englanti
Paikat
20 - 145
Koulutus
- Degree Programme in Business Information Technology, Cyber Security (NCA2), Laurea Leppävaara
- Tietojenkäsittelyn koulutus, kyberturvallisuus (NKA2), Laurea Leppävaara
- Tietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen (NDA2), Laurea Leppävaara
- Degree Programme in Business Information Technology, Developing Digital Services (NSA2), Laurea Leppävaara
Opettaja
- Mitha Jose
Vastuuopettaja
Mitha Jose
Ryhmät
-
NSA222SADegree Programme in Business Information Technology, Developing Digital Services, virtual studies, S22, Leppävaara
-
NKA222SATietojenkäsittelyn koulutus, kyberturvallisuus, monimuotototeutus, S22, Leppävaara
-
NKA223KATietojenkäsittelyn koulutus, kyberturvallisuus, monimuotototeutus, K23, Leppävaara
-
NCA222SADegree Programme in Business Information Technology, Cyber Security, blended learning, S22, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Lisätietoja opiskelijoille
The objective of the study unit is
* Overview of Data Driven Decision Making
* Defining the Problem
* Analyzing and Understanding the data
* Evaluating the alternatives
* Communicating the decision
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
20.05.2024 - 26.05.2024
Ajoitus
19.08.2024 - 31.12.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 60
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Mitha Jose
Vastuuopettaja
Mitha Jose
Ajoitusryhmät
- Avoin AMK 1 (Koko: 5. Avoin AMK: 5.)
Ryhmät
-
HTA223SAMTurvallisuuden ja riskienhallinnan koulutus, monimuotototeutus, S23, Leppävaara
-
HRA223SADegree Programme in Safety, Security and Risk Management, blended learning, S23, Leppävaara
Pienryhmät
- Avoin AMK 1
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
- Luento ZOOMissa
- Ryhmäkeskustelu
- yksittäinen tehtävä
- yksilöllinen projektitehtävä analyysia varten
- Opintokokonaisuuden lopussa tehtävä monivalintakysymyskoe, joka perustuu opintojakson aikana opiskeltuihin käsitteisiin opintokokonaisuuden aikana.
Aika ja paikka
Oppitunnit järjestetään Zoomissa.
JOS MUUTOKSIA TAPAHTUU, OPISKELIJOILLE ILMOITETAAN SIITÄ ETUKÄTEEN.
Oppimateriaali ja suositeltava kirjallisuus
Kaikki oppimateriaalit ladataan Canvasiin.
Toteutuksen valinnaiset suoritustavat
Voit suorittaa opintokokonaisuuden virtuaalisesti:
• Seuraa CANVASin ohjeita
• Toimita tehtävät ajoissa
• Osallistu projektitehtävän arviointiin ja monivalintakokeeseen ilman epäonnistumisia.
• Voit suorittaa opintokokonaisuuden onnistuneesti.
Toteutuksen tärkeät päivämäärät
The course will begin on 19.08.2024 and ends on 31.12.2024
The online sessions are on the following dates:
Date and Time:
03.09.2024 16.00 - 18.00 Tuesday
10.09.2024 16.00–18.00
17.09.2024 16.00–18.00
24.09.2024 16.00–18.00
15.10.2024 16.00–18.00
30.10.2024 16.00–18.00
Kansainvälisyys toteutuksella
Opintokokonaisuudessa käsiteltävät aiheet ovat liiketoiminnan älykkyyden perusasioita.
Opiskelijan ajankäyttö ja kuormitus
perustyömäärä
Sisältö ja sen jaksotus
Scheduling: There will be 6 online sessions of 2 hours each, out of which 5 session will be teaching session and the last few session are for project evaluation, feedback and
comments.
Content:
Module 1: Introduction to DDDM
- WHAT IS DDDM?
- Algorithm to make DDDM
- Regression and Randomized Trials
- Data Identification and Application
Module 2:Technology and Types of Data
• The marketplace and emerging trends in big data analytics
• Business impacts of technology advancements and data trends
• What is Big Data?
• Identifying, organizing, and processing data
• Structured", "Semi-Structured", and "Unstructured" data
• Implications of unstructured data - Case studies
• Data tools and technologies
Module 3: Data Analysis Techniques and Tools
•Types of data analysis techniques
•The role of Excel
•The role of SAS
• The role of R
• The role of Python
• The Power of Visualization
• The role of QlikView
• Data analysis approaches and techniques
• A Business Example of Data Visualization Tools
Module 4: Data-Driven Decision-Making Project
The course project will give you an opportunity to practice what you have learned. You will participate in a simulated business situation in which you will select the best course of action. You will then prepare a final deliverable, which will be evaluated by your peers. Additionally, you will have the opportunity to provide feedback on your peer's submissions.
Lisätietoja opiskelijoille
The objective of the study unit is
* Overview of Data Driven Decision Making
* Defining the Problem
* Analyzing and Understanding the data
* Evaluating the alternatives
* Communicating the decision
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
Tehtävä-10
Hankkeen arviointi (50)
MonivalintaKoe (30)
Yhteensä -100
Hylätty (0)
fi
Jos arvosana on alle 40, opiskelija hylkää hyväksytyn kurssin
Arviointikriteerit, tyydyttävä (1-2)
Jos pistemäärät ovat välillä 40-60, arvosanaksi tulee 1 ja 2.
Arviointikriteerit, hyvä (3-4)
Jos pistemäärät ovat 60-80, arvosanaksi tulee 3 ja 4.
Arviointikriteerit, kiitettävä (5)
Jos pistemäärät ovat 80-100, arvosanaksi tulee 4 ja 5.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
20.05.2024 - 26.05.2024
Ajoitus
12.08.2024 - 31.12.2024
Opintopistemäärä
5 op
Virtuaaliosuus
2.5 op
TKI-osuus
2 op
Toteutustapa
50 % Lähiopetus, 50 % Etäopetus
Yksikkö
Laurea Tikkurila, tiko
Toimipiste
Laurea Tikkurila
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Tietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen (NDV2), Laurea Tikkurila
Opettaja
- Terhi Kärpänen
Vastuuopettaja
Terhi Kärpänen
Ryhmät
-
NDV223KATietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen, monimuotototeutus, K23, Tikkurila
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course will be organized at Tikkurila campus and online.
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Aika ja paikka
Tikkurila campus and partly online
02.09.2024 17.00 - 19.30 B301
17.09.2024 18.00 - 20.00 Zoom
07.10.2024 17.00 - 19.30 B310
29.10.2024 17.00 - 19.30 Zoom
12.11.2024 18.00 - 19.00 Zoom (info-clinic)
18.11.2024 17.00 - 20.00 B310
Oppimateriaali ja suositeltava kirjallisuus
Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
All material needed will be found in Canvas platform for enrolled and accepted students
Työelämäyhteistyö ja/tai TKI
There is one project work for company.
Toteutuksen tärkeät päivämäärät
Tikkurila campus and partly online
02.09.2024 17.00 - 19.30 B301
17.09.2024 18.00 - 20.00 Zoom
07.10.2024 17.00 - 19.30 B310
29.10.2024 17.00 - 19.30 Zoom
12.11.2024 18.00 - 19.00 Zoom (info-clinic)
18.11.2024 17.00 - 20.00 B310
Kansainvälisyys toteutuksella
Study unit is suitable for Laurea exchange students and for Laurea students abroad.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Business case and dashboard
Arviointiasteikko
H-5
Arviointikriteerit, tyydyttävä (1-2)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– use professional concepts in a consistent manner and demonstrate his/her familiarity with the knowledge basis
– report and communicate in a professional manner
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– act independently taking into account the operating environment
– take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– describe the significance of his/her actions for successful co-operation
– describe his/her competence in relation to the learning outcomes
Arviointikriteerit, hyvä (3-4)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– critically evaluate information and justify their actions with science-based knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– propose creative solutions at work
– promote professional co-operation and enhance customer and partner relationships
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of his/her competence in relation to the learning outcomes
Arviointikriteerit, kiitettävä (5)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
– anticipate needs of customers and/or co-operation partners
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– evaluate and develop the team’s entrepreneurial and responsible approach to work
– evaluate the possibilities for utilising competence and plan his/her personal development and development of the team
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
20.05.2024 - 26.05.2024
Ajoitus
01.08.2024 - 31.12.2024
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 80
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Marjaana Ajanto
- Kaija Koivusalo
- Virpi Castrén
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLA223SNLiiketalouden koulutus, taloushallinto ja rahoitus, päivätoteutus, S23, Leppävaara
-
HBA223SNDegree Programme in Business Management, daytime studies, S23, Leppävaara
-
HBA223SN2Degree Programme in Business Management (tailor-made), daytime studies, S23, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to “Exploring Data in Business”!
In this course, we’ll delve into the world of data and its impact on business. You’ll learn about data-driven decision making, its role in business growth, and practical tools for handling data. Collaborate with industry partners and bridge theory with real-world practice.
The course learning environment is Canvas. However, for learning, it is essential to participate in teaching and guidance in classroom according to the schedule. Studies include individual work and working in teams (these cannot be done individually).You will receive feedback from the teacher on the completion of tasks and peer review is also utilized.
HOX: During the lectures there will be different types of discussions and group assignments. These interactive elements will be graded. You can only earn your points for these assignment by attending the lectures.
The study unit includes four themes or modules. The orientation module must be completed before you can go on to modules 1, 2, 3, and 4.
Orientation
Module 1: Data in Business Environment
Module 2: Decision making
Module 3: Data Analytics and Accounting
Module 4: Data and Artificial Intelligence in Business Context
There will be a company visit
Aika ja paikka
You can see the schedule in Pakki and in Canvas.
Oppimateriaali ja suositeltava kirjallisuus
Strategic Analytics. Harvard Business Review Press, 2020.
Bernard, M. (2017). Data Strategy
Jackson, P. & Carruthers, C. (2019). Data Driven Business Transformation. John Wiley & Sons, Incorporated.
Listenmaa, J. (2023). Laita tieto töihin: Tiedolla johtamisen käsikirja. Alma Talent.
Toteutuksen valinnaiset suoritustavat
According to the degree regulations “all students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognized and accredited by the teacher responsible for the module or study unit or another person designated by the director of the UAS unit. The assessment is carried out according to the same criteria and grading scale as that adopted for the corresponding study unit.” For further information visit Opiskelijaintra.
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Partner companies are:
- SAS Analytics and students will achieve data related SAS Literacy Skills Badge
- Students will become familiar with data tools PowerBI and Excel provided by Microsoft
- There will be a company visit during the study unit.
Toteutuksen tärkeät päivämäärät
You will confirm your place on the study unit by accomplishing the preliminary assignment SAS Literary Essentials Learning badge before the given deadline. You can find info about this in Canvas.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student. 5 ECST is approximately 135 hours.
Sisältö ja sen jaksotus
Data-Driven Decision Making is aimed at providing an understanding of the role and significance of data in the business world.
The course will cover the following topics:
- Introduction to Data and Data-Based Thinking: This will provide a comprehensive understanding of data and its transformative potential in decision-making processes.
- Introduction to Decision Making Processes: This section will focus on how biased thinking affects us all.
- Data and Business: This will explore the crucial role of data in various business functions and sectors.
- Data and Data-Related Tools: This will offer practical experience with tools and technologies that facilitate effective data analysis and visualization.
In this course there will be collaboration with companies, offering students the opportunity to gain practical insights and experience.
Please note that the medium of instruction for this course will be English.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrolment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
Hylätty (0)
The assignments have not been completed with approval or tasks are missing.
Arviointikriteerit, tyydyttävä (1-2)
To achieve satisfactory (or pass) student must be able to
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
Arviointikriteerit, hyvä (3-4)
To achieve good student must be able to
• Apply professional concepts systematically.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles.
• Apply occupational safety instructions in their activities.
Arviointikriteerit, kiitettävä (5)
To achieve excellent student must be able to
• Apply professional concepts expertly.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
• Comply with occupational safety instructions responsibly and independently.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
20.05.2024 - 26.05.2024
Ajoitus
01.08.2024 - 31.12.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Marika Nikkinen
- Marjaana Ajanto
- Kaija Koivusalo
- Virpi Castrén
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLG223SALiiketalouden koulutus, digitaalinen markkinointi, monimuotototeutus, S23, Otaniemi
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to “Exploring Data in Business”!
In this course, we’ll delve into the world of data and its impact on business. You’ll learn about data-driven decision making, its role in business growth, and practical tools for handling data. Collaborate with industry partners and bridge theory with real-world practice.
The course learning environment is Canvas. However, for learning, it is essential to participate in online teaching and guidance in Zoom according to the schedule. This study unit has Zoom lectures. Studies include individual work and working in teams (these cannot be done individually).You will receive feedback from the teacher on the completion of tasks and peer review is also utilized.
HOX: Lectures will be not recorded and during the lectures there will be different types of discussions and group assignments. These interactive elements will be graded. You can only earn your points for these assignment by attending the lectures.
The study unit includes four themes or modules. The orientation module must be completed before you can go on to modules 1, 2, 3, and 4.
Orientation
Module 1: Data in Business Environment
Module 2: Decision making
Module 3: Data Analytics and Accounting
Module 4: Data and Artificial Intelligence in Business Context
There will be a company visit
Aika ja paikka
You can see the schedule in Pakki and in Canvas.
Oppimateriaali ja suositeltava kirjallisuus
Strategic Analytics. Harvard Business Review Press, 2020.
Bernard, M. (2017). Data Strategy
Jackson, P. & Carruthers, C. (2019). Data Driven Business Transformation. John Wiley & Sons, Incorporated.
Listenmaa, J. (2023). Laita tieto töihin: Tiedolla johtamisen käsikirja. Alma Talent.
Toteutuksen valinnaiset suoritustavat
According to the degree regulations “all students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognized and accredited by the teacher responsible for the module or study unit or another person designated by the director of the UAS unit. The assessment is carried out according to the same criteria and grading scale as that adopted for the corresponding study unit.” For further information visit Opiskelijaintra.
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Partner companies are:
- SAS Analytics and students will achieve data related SAS Literacy Skills Badge
- Students will become familiar with data tools PowerBI and Excel provided by Microsoft
- There will be a company visit during the study unit.
Toteutuksen tärkeät päivämäärät
You will confirm your place on the study unit by accomplishing the preliminary assignment SAS Literary Essentials Learning badge before the given deadline. You can find info about this in Canvas.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student. 5 ECST is approximately 135 hours.
Sisältö ja sen jaksotus
Data-Driven Decision Making is aimed at providing an understanding of the role and significance of data in the business world.
The course will cover the following topics:
- Introduction to Data and Data-Based Thinking: This will provide a comprehensive understanding of data and its transformative potential in decision-making processes.
- Introduction to Decision Making Processes: This section will focus on how biased thinking affects us all.
- Data and Business: This will explore the crucial role of data in various business functions and sectors.
- Data and Data-Related Tools: This will offer practical experience with tools and technologies that facilitate effective data analysis and visualization.
In this course there will be collaboration with companies, offering students the opportunity to gain practical insights and experience.
Please note that the medium of instruction for this course will be English.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrolment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
Hylätty (0)
The assignments have not been completed with approval or tasks are missing.
Arviointikriteerit, tyydyttävä (1-2)
To achieve satisfactory (or pass) student must be able to
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
Arviointikriteerit, hyvä (3-4)
To achieve good student must be able to
• Apply professional concepts systematically.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles.
• Apply occupational safety instructions in their activities.
Arviointikriteerit, kiitettävä (5)
To achieve excellent student must be able to
• Apply professional concepts expertly.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
• Comply with occupational safety instructions responsibly and independently.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
20.05.2024 - 26.05.2024
Ajoitus
19.09.2024 - 07.11.2024
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Tuomas Tammilehto
- Lasse Kivinen
- Kaija Koivusalo
Vastuuopettaja
Tuomas Tammilehto
Ryhmät
-
HTA223SNTurvallisuuden ja riskienhallinnan koulutus, päivätoteutus, S23, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
Course will be in English.
Aika ja paikka
Start of the study unit is 19.9.2024 in Leppävaara. This study unit is on-site at Leppävaara-Campus.The lectures will not be recorded.
This study unit includes individual work and working in teams.The individual exams and group work of the study unit are made online.
The learning environment of the study unit is Canvas. Canvas workspace will be open a few days before the planned study unit start.
The individual exams and group work of the study unit are made online.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online and will be available as soon as Canvas opens.
Toteutuksen valinnaiset suoritustavat
Any competence that corresponds to the learning outcomes of your degree can be included in it through recognition and accreditation of prior learning. Any competence that corresponds to the learning outcomes of your degree can be included in it through recognition and accreditation of prior learning.
Toteutuksen tärkeät päivämäärät
According to the degree regulations (section 18): students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. After the first contact day no new students are accepted on the course.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Data and Artificial Intelligence in Business Context
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
20.05.2024 - 26.05.2024
Ajoitus
04.09.2024 - 11.12.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Korkeakouluyksikkö D, Verkkokampus, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 100
Koulutus
- Liiketalouden koulutus (HLD2), Laurea Verkkokampus
Opettaja
- Tarmo Pallari
- Tiina Pulli
Vastuuopettaja
Tarmo Pallari
Ryhmät
-
HLD223SALiiketalouden koulutus, verkko-opinnot, S23, Verkkokampus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
The study unit is conducted online and does not require attendance on campus. The study unit includes scheduled teaching or guidance online, which is recorded and can be viewed on Canvas afterwards. The study unit includes working in individually, pairs or groups. The study unit requires active participation and commitment to interactive studying. You will receive individual feedback for assignments from the teacher, and working life or peer feedback may also be utilised.
Aika ja paikka
Please refer to the Timetable Engine at https://lukkarit.laurea.fi/ for the schedule information. Laurea reserves the right to modify the timetable.
Oppimateriaali ja suositeltava kirjallisuus
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
According to the degree regulations (2024), "Students are entitled to apply for recognition of prior learning regardless of where, when and how the competence has been acquired. ... At Laurea, there are two different procedures for the recognition and accreditation of prior learning: a) accreditation of prior learning (competence acquired in higher education studies at another institution) and b) demonstration of competence (competence acquired in other ways). The recognition and accreditation of prior learning is initiated by the student themselves. The student is responsible for demonstrating and verifying their competence. The student is entitled to guidance for the recognition and accreditation of their competence." Further information in the student intranet.
You may also assess work-based learning as a way to acquire the competence needed. Read more in the student intranet.
Toteutuksen tärkeät päivämäärät
Based on the degree regulations (2024), the student accepted for the implementation is required to confirm his/her participation by showing activity at the start of the study in the following way:
In order to demonstrate activity, the student must be present at the first contact lesson or notify the teacher in charge of his/her absence to confirm his/her participation in the study. Registration will be rejected if the student does not report his/her absence at the start of the study or the reason for the absence cannot be considered justified. Another student can be taken in his place. The first contact lesson is 4.9.2024.
https://laurea.zoom.us/j/64232798687
Canvas opens on 28.8.2024 at 5 p.m.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
Workload of the study is measured in a way that to acquire the goal competence of the study, one credit corresponds to an average of 26.7 hours of work done by the student. The actual time needed varies e.g. according to prior competence. 5 ECST is approximately 135 hours.
Sisältö ja sen jaksotus
The study unit includes four themes or modules. The orientation module must be completed before you can go on to modules 1, 2, 3, and 4.
Orientation
Module 1: Data in Business Environment
Module 2: Decision making
Module 3: Data Analytics and Accounting
Module 4: Data and Artificial Intelligence in Business Context
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
"Competence assessment is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the assessment criteria listed in the implementation plan for the studies" (Laurea degree regulations 2024).
Students who have failed assignments or examinations required for passing a study unit must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
If failing to meet each assignment deadline, penalty -20% applies.
In module 3 evaluation is based of financial analysis of a company. This analysis can be made as a pair work or alone. The analysis DL is 24.11.2024 . It,s not possible to return this assignment after DL.
In this study unit the assessing of the competences will be done by using the criteria set for requirement level I.
Professional knowledge basis, information searching and reporting
To achieve grade 5 student must be able to
- use professional concepts extensively
- compare and choose
- relevant information
- report and communicate in a professional manner
To achieve grade 3 student must be able to
- use professional concepts in a consistent manner when explaining various work practices and situations
- gather information and use their knowledge basis
- report in the agreed manner
To achieve grade 1 (or pass) student must be able to
- use essential professional concepts when explaining various work practices and situations
- search for information in different sources
- report
Professional practice and workplace development
To achieve grade 5 student must be able to
- work independently, using the skills and methods learned
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
- anticipate their need for guidance
To achieve grade 3 student must be able to
- work using the skills and methods learned
- engage in professional interaction with customers and/or co-operation partners and identify their needs
- take part in guidance and utilise it
To achieve grade 1 (or pass) student must be able to
- work under guidance using the skills and methods learned
- interact with customers and/or co-operation partners
- receive guidance
Teamwork, skills, leadership, and responsibility
To achieve grade 5 student must be able to
- promote the team’s work and team spirit
- manage their time appropriately, completing the agreed tasks at the required quality level
- work responsibly, applying the skills and methods learned
- plan and evaluate their work, taking safety and/or ethical aspects into consideration
To achieve grade 3 student must be able to
- engage in goal-oriented work in a team
- plan and manage the progress of their work and use of time
- detect safety-related risks
- justify their actions in accordance with the professional code of conduct
To achieve grade 1 (or pass) student must be able to
- work as a member of a team
- plan the progress of their work and use of time under guidance
- work safely and in accordance with the professional code of conduct
- follow the provided instructions and rules
“Students who have failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit. If the student does not pass the assessment despite the opportunity to complete their study attainment, they must complete the study unit in question in full as specified by the teacher.” (Degree regulations 2024.)
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed. If Tournitin is used when assignments are checked, the lecturer will inform the students of this.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
27.11.2023 - 03.12.2023
Ajoitus
09.02.2024 - 31.05.2024
Opintopistemäärä
5 op
Virtuaaliosuus
4 op
Toteutustapa
20 % Lähiopetus, 80 % Etäopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Marika Nikkinen
- Kaija Koivusalo
Vastuuopettaja
Marika Nikkinen
Ryhmät
-
HLA223KALiiketalouden koulutus, henkilöstöjohtaminen, monimuotototeutus, K23, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
A Canvas learning environment is used to support the implementation, but it is important to take part in teaching and guidance on campus according to schedule. The study unit includes working in pairs or groups. You will receive individual feedback for assignments from the teacher, and working life or peer feedback may also be utilised.
Oppimateriaali ja suositeltava kirjallisuus
Strategic Analytics. Harvard Business Review Press, 2020.
Bernard, M. (2017). Data Strategy
Jackson, P. & Carruthers, C. (2019). Data Driven Business Transformation. John Wiley & Sons, Incorporated.
Listenmaa, J. (2023). Laita tieto töihin: Tiedolla johtamisen käsikirja. Alma Talent.
Toteutuksen valinnaiset suoritustavat
All students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognised and accredited by the teacher responsible for the studies or another person designated to the position. The assessment is carried out according to the same assessment criteria and, as a rule, same grading scale as that adopted for the corresponding study unit or module. The student is entitled to apply for accreditation of prior competence regardless of where, how and when the competence has been acquired. The student may also seek accreditation of competence to be acquired on the job as part of their degree (work-based learning). The student is responsible for demonstrating and verifying their competence and for providing sufficient information.
Toteutuksen tärkeät päivämäärät
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.” (Laurea degree regulations) In the case of online studies the lecturer can also specify some other way than participation on an online meeting what is required from the student so that he/she verifies his/her attendance on the study unit (Decision by the vice president, education 7/2019).
Opiskelijan ajankäyttö ja kuormitus
5 ECTS = 135 hours of student work
Sisältö ja sen jaksotus
Welcome into study current topics related to data and its meaning to business.
The study unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be held in English.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor level education.
According to the degree regulations (section 18) students must be present for the first contact teaching session, or they must notify the responsible teacher of their absence to confirm they intend to participate in studies, Alternatively, the teacher can specify a different manner for the student to confirm that they intend to participate in the studies. The completion of these measures can be required within a week of the studies having begun. The application of the aforementioned approach requires that the teacher notifies the students accepted to the study unit of the practice and that the practice is specifically mentioned in the study unit’s implementation plan.
If the student has a justified reason for not attending the first contact teaching session or for not notifying the teacher of their intention to be involved in studies in the manner required by the teacher, the student must contact the responsible teacher to agree on participation in the studies. Their registration for the study unit will be rejected, of the student does not notify the teacher of being absent from the first contact teaching session or the reason for their absence cannot be considered justified, Another student who is in line for the study unit can be selected in their place."
The quality of the study unit implementation has been assessed and the self-evaluation report is available in Canva.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
“The evaluation of competence is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the evaluation criteria listed in the implementation plan for the studies.” (Laurea degree regulations).
In this study unit the assessing of the competences will be done by using the criteria set for requirement level I.
Professional knowledge basis, information searching and reporting
To achieve grade 5 student must be able to
- use professional concepts extensively
- compare and choose
- relevant information
- report and communicate in a professional manner
To achieve grade 3 student must be able to
- use professional concepts in a consistent manner when explaining various work practices and situations
- gather information and use their knowledge basis
- report in the agreed manner
To achieve grade 1 (or pass) student must be able to
- use essential professional concepts when explaining various work practices and situations
- search for information in different sources
- report
Professional practice and workplace development
To achieve grade 5 student must be able to
- work independently, using the skills and methods learned
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
- anticipate their need for guidance
To achieve grade 3 student must be able to
- work using the skills and methods learned
- engage in professional interaction with customers and/or co-operation partners and identify their needs
- take part in guidance and utilise it
To achieve grade 1 (or pass) student must be able to
- work under guidance using the skills and methods learned
- interact with customers and/or co-operation partners
- receive guidance
Teamwork, skills, leadership, and responsibility
To achieve grade 5 student must be able to
- promote the team’s work and team spirit
- manage their time appropriately, completing the agreed tasks at the required quality level
- work responsibly, applying the skills and methods learned
- plan and evaluate their work, taking safety and/or ethical aspects into consideration
To achieve grade 3 student must be able to
- engage in goal-oriented work in a team
- plan and manage the progress of their work and use of time
- detect safety-related risks
- justify their actions in accordance with the professional code of conduct
To achieve grade 1 (or pass) student must be able to
- work as a member of a team
- plan the progress of their work and use of time under guidance
- work safely and in accordance with the professional code of conduct
- follow the provided instructions and rules
“Students who has failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit. Laurea provides examination retake dates. Students must register for these examinations no later than 10 days before the retake date. A failed exam or other study attainment can be retaken twice. A failure to attend an actual examination is considered to be one completion attempt." (Laurea degree regulations.)
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed. If Ouriginal is used when assignments are checked, the lecturer will inform the students of this.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
27.11.2023 - 03.12.2023
Ajoitus
31.01.2024 - 31.07.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Korkeakouluyksikkö D, Verkkokampus, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 100
Koulutus
- Liiketalouden koulutus (HLD2), Laurea Verkkokampus
Opettaja
- Tarmo Pallari
- Tiina Pulli
Vastuuopettaja
Tarmo Pallari
Ryhmät
-
HLD223KALiiketalouden koulutus, verkko-opinnot, K23, Verkkokampus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This study unit has Zoom lectures.
Link to Zoom-meetings: https://laurea.zoom.us/j/64313362542
This study unit includes individual work and working in teams.
The learning environment of the study unit is Canvas.
The study unit includes four themes or modules. The orientation module must be completed before you can go on to modules 1, 2, 3, and 4.
Orientation
Module 1: Data in Business Environment
Module 2: Decision making
Module 3: Data Analytics and Accounting
Module 4: Data and Artificial Intelligence in Business Context
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
According to the degree regulations “all students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognized and accredited by the teacher responsible for the module or study unit or another person designated by the director of the UAS unit. The assessment is carried out according to the same criteria and grading scale as that adopted for the corresponding study unit.” For further information visit Opiskelijaintra.
Toteutuksen tärkeät päivämäärät
The study unit starts 31.1.2024
Link to Zoom-meetings: https://laurea.zoom.us/j/64313362542
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student. 5 ECST is approximately 135 hours.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrolment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
Students who have failed assignments or examinations required for passing a study unit must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
If failing to meet each assignment deadline, penalty -20% applies.
Hylätty (0)
The assignments have not been completed with approval or tasks are missing.
Arviointikriteerit, tyydyttävä (1-2)
To achieve satisfactory (or pass) student must be able to
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
Arviointikriteerit, hyvä (3-4)
To achieve good student must be able to
• Apply professional concepts systematically.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles.
• Apply occupational safety instructions in their activities.
Arviointikriteerit, kiitettävä (5)
To achieve excellent student must be able to
• Apply professional concepts expertly.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
• Comply with occupational safety instructions responsibly and independently.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
27.11.2023 - 03.12.2023
Ajoitus
24.01.2024 - 24.04.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, tiko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 80
Koulutus
- Tietojenkäsittelyn koulutus, kyberturvallisuus (NKA2), Laurea Leppävaara
- Tietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen (NDA2), Laurea Leppävaara
Opettaja
- Mitha Jose
Vastuuopettaja
Mitha Jose
Ryhmät
-
NDA222KATietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen, monimuotototeutus, K22, Leppävaara
-
NDA223KATietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen, monimuotototeutus, K23, Leppävaara
-
NKA222KATietojenkäsittelyn koulutus, kyberturvallisuus, monimuotototeutus, K22, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
•Luennointi
•Ryhmäkeskustelu
•Yksilöllinen tehtävä
•Projektitehtävä
•Opintokokonaisuuden lopussa suoritettava monivalintakoe, joka perustuu opintokokonaisuuden aikana
opiskeltuihin käsitteisiin.
Aika ja paikka
Oppitunnit järjestetään Teamsissa.
JOS MUUTOKSIA TAPAHTUU, OPISKELIJOILLE ILMOITETAAN SIITÄ ETUKÄTEEN.
https://teams.microsoft.com/l/meetup-join/19%3ameeting_ODQ5ZTg3NzYtY2I5Zi00MGJkLTlmYmYtYzNmNjY3NWIyYmZj%40thread.v2/0?context=%7b%22Tid%22%3a%22f0b9e9d7-8d66-4b16-9c1c-6b07c4796280%22%2c%22Oid%22%3a%22852e1131-503d-4927-9146-6c12fe41a0e7%22%7d
Oppimateriaali ja suositeltava kirjallisuus
Kaikki oppimateriaalit ladataan Canvasiin.
Toteutuksen valinnaiset suoritustavat
Voit suorittaa opintokokonaisuuden virtuaalisesti:
• Seuraa CANVASin ohjeita
• Toimita tehtävät ajoissa
• Osallistu projektitehtävän arviointiin ja monivalintakokeeseen ilman epäonnistumisia.
• Voit suorittaa opintokokonaisuuden onnistuneesti.
Toteutuksen tärkeät päivämäärät
The course will begin on 24.01.2024 and ends on 27.03.2024
The online sessions are on the following dates:
Date and Time:
24.01.2024 16.00 - 18.00
01.02.2024 16.00 - 18.00
07.02.2024 16.00 - 18.00
14.02.2024 16.00 - 18.00
28.02.2024 16.00 - 18.00
13.03.2024 16.00 - 18.00
27.03.2024 16.00 - 18.00
Kansainvälisyys toteutuksella
Opintokokonaisuudessa käsiteltävät aiheet ovat liiketoiminnan älykkyyden perusasioita.
Opiskelijan ajankäyttö ja kuormitus
perustyömäärä
Sisältö ja sen jaksotus
Scheduling: There will be 7 online sessions of 2 hours each, out of which 6 session will be teaching session and the last session is for feedback and
comments.
Content:
Module 1: Introduction to DDDM
- WHAT IS DDDM?
- Algorithm to make DDDM
- Regression and Randomized Trials
- Data Identification and Application
Module 2:Technology and Types of Data
• The marketplace and emerging trends in big data analytics
• Business impacts of technology advancements and data trends
• What is Big Data?
• perspective on big data
• Data and analytics examples
• Identifying, organizing, and processing data
• Structured", "Semi-Structured", and "Unstructured" data
• Implications of unstructured data - Case studies
• Data tools and technologies
Module 3: Data Analysis Techniques and Tools
•Types of data analysis techniques
•The role of Excel
•The role of SAS
• The role of R
• The role of Python
• The Power of Visualization
• The role of QlikView
• Data analysis approaches and techniques
• A Business Example of Data Visualization Tools
Module 4: Data-Driven Decision-Making Project
The course project will give you an opportunity to practice what you have learned. You will participate in a simulated business situation in which you will select the best course of action. You will then prepare a final deliverable, which will be evaluated by your peers. Additionally, you will have the opportunity to provide feedback on your peer's submissions.
Lisätietoja opiskelijoille
The objective of the study unit is
* Overview of Data Driven Decision Making
* Defining the Problem
* Analyzing and Understanding the data
* Evaluating the alternatives
* Communicating the decision
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
Tehtävä-10
Hankkeen arviointi (40)
Monivalintakoe (50)
Yhteensä -100
Hylätty (0)
Jos pistemäärät ovat alle 40, opiskelija hylkää hyväksytyn kurssin.
Arviointikriteerit, tyydyttävä (1-2)
Jos pistemäärät ovat välillä 40-60, arvosanaksi tulee 1 ja 2.
Arviointikriteerit, hyvä (3-4)
Jos pistemäärät ovat 60-80, arvosanaksi tulee 3 ja 4.
Arviointikriteerit, kiitettävä (5)
Jos pistemäärät ovat 80-100, arvosanaksi tulee 4 ja 5.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
27.11.2023 - 03.12.2023
Ajoitus
24.01.2024 - 31.03.2024
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Marika Nikkinen
- Marjaana Ajanto
- Lassi Tissari
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLA223KNLiiketalouden koulutus, taloushallinto ja rahoitus, päivätoteutus, K23, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
27.11.2023 - 20.12.2023
Ajoitus
19.01.2024 - 10.05.2024
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
TKI-osuus
2 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
Laurea Tikkurila, tiko
Toimipiste
Laurea Tikkurila
Opetuskielet
- Englanti
Paikat
20 - 80
Koulutus
- Tietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen (NDV2), Laurea Tikkurila
Opettaja
- Terhi Kärpänen
Vastuuopettaja
Terhi Kärpänen
Ajoitusryhmät
- Pienryhmä 1 (Koko: 40. Avoin AMK: 0.)
- Pienryhmä 2 (Koko: 40. Avoin AMK: 0.)
Ryhmät
-
NDV222SNTietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen, päivätoteutus, S22, Tikkurila
Pienryhmät
- Pienryhmä 1
- Pienryhmä 2
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course includes individual and group work. One lesson is a video lesson. This course includes one optional info-clinic. The students have divided to groups (group 1 and group 2). The groups will be communicated in the first lesson.
Otherwise, lessons will be held at Tikkurila campus. The learning platform is Canvas.
Oppimateriaali ja suositeltava kirjallisuus
All material will be found in Canvas platform for enrolled and accepted students.
Bazerman, M., Moore, D. 2017. Judgement in Managerial Decision Making.Wiley:NJ.
Toteutuksen valinnaiset suoritustavat
According to degree regulations “All students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognised and accredited by the teacher responsible for the module or study unit or another person designated by the director of the UAS unit. The assessment is carried out according to the same criteria and grading scale as that adopted for the corresponding study unit.”
Työelämäyhteistyö ja/tai TKI
There is one project work for company.
Toteutuksen tärkeät päivämäärät
This course will be organized at Tikkurila campus. There are two separate groups and two common lessons.
The lessons dates:
01.02.2024 09.00 - 11.45 All
15.02.2024 09.00 - 11.45 Group 1
15.02.2024 12.30 - 15.15 Group 2
12.03.2024 09.00 - 11.45 Group 1
12.03.2024 12.30 - 15.15 Group 2
04.04.2024 09.00 - 11.45 Group 1
04.04.2024 12.30 - 15.15 Group 2
25.04.2024 18.00 - 20.00 Info-clinic Zoom (optional)
07.05.2024 09.00 - 11.45 All
Kansainvälisyys toteutuksella
Study unit is suitable for Laurea exchange students and for Laurea students abroad.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Business case and dashboard
Lisätietoja opiskelijoille
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
The evaluation is based on assessment criteria which will communicate to the students in first lesson.
Arviointikriteerit, tyydyttävä (1-2)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– use professional concepts in a consistent manner and demonstrate his/her familiarity with the knowledge basis
– report and communicate in a professional manner
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– act independently taking into account the operating environment
– take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– describe the significance of his/her actions for successful co-operation
– describe his/her competence in relation to the learning outcomes
Arviointikriteerit, hyvä (3-4)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– critically evaluate information and justify their actions with science-based knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– propose creative solutions at work
– promote professional co-operation and enhance customer and partner relationships
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of his/her competence in relation to the learning outcomes
Arviointikriteerit, kiitettävä (5)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
– anticipate needs of customers and/or co-operation partners
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– evaluate and develop the team’s entrepreneurial and responsible approach to work
– evaluate the possibilities for utilising competence and plan his/her personal development and development of the team
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
27.11.2023 - 03.12.2023
Ajoitus
17.01.2024 - 27.03.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Tuomas Tammilehto
- Lasse Kivinen
Vastuuopettaja
Lasse Kivinen
Ryhmät
-
HTA223KATurvallisuuden ja riskienhallinnan koulutus, monimuotototeutus, K23, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
Course will be in English.
Aika ja paikka
Start of the study unit is 17.01.2024 16.00 - 18.00 in ZOOM.
This study unit has only Zoom lectures.The is no mandatory attendance apart of the first lecture and during possible team-presentations. Be aware that the ZOOM-lectures will not be recorded.
This study unit includes individual work and working in teams.The individual exams and group work of the study unit are made online.
The learning environment of the study unit is Canvas. Canvas workspace will be open a few days before the planned study unit start.
The individual exams and group work of the study unit are made online.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online and will be available as soon as Canvas opens.
Toteutuksen valinnaiset suoritustavat
Any competence that corresponds to the learning outcomes of your degree can be included in it through recognition and accreditation of prior learning. Any competence that corresponds to the learning outcomes of your degree can be included in it through recognition and accreditation of prior learning.
Toteutuksen tärkeät päivämäärät
According to the degree regulations (section 18): students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. After the first contact day no new students are accepted on the course.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Data and Artificial Intelligence in Business Context
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
27.11.2023 - 03.12.2023
Ajoitus
15.01.2024 - 31.03.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Marika Nikkinen
- Marjaana Ajanto
- Lassi Tissari
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLG223KALiiketalouden koulutus, digitaalinen markkinointi, monimuotototeutus, K23, Otaniemi
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to study current topics related data and its meaning in business.
The study unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Please note that this course has replaced the previous Service Business Management (R0219) course.
Oppimateriaali ja suositeltava kirjallisuus
Strategic Analytics. Harvard Business Review Press, 2020.
Bernard, M. (2017). Data Strategy
Jackson, P. & Carruthers, C. (2019). Data Driven Business Transformation. John Wiley & Sons, Incorporated.
Listenmaa, J. (2023). Laita tieto töihin: Tiedolla johtamisen käsikirja. Alma Talent.
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
27.11.2023 - 03.12.2023
Ajoitus
09.01.2024 - 14.06.2024
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
TKI-osuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Lohja, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Liiketalouden koulutus (HLF2), Laurea Lohja
Opettaja
- Anu Peltola
- Oskari Vesterinen
Vastuuopettaja
Oskari Vesterinen
Ryhmät
-
HLF223KAMLiiketalouden koulutus, henkilöstöjohtaminen, monimuotototeutus, K23, Lohja
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
The study unit is conducted online and does not require attendance on campus. The study unit is completed independently following a schedule for work-based learning project documentation or demonstration of competence by a given deadline.
In addition to independent studying, the study unit includes scheduled guidance sessions and Project Assessment Discussions remotely on Zoom. Attendance in first guidance session (9th January) is mandatory and session will be partly recorded. Project Assessment Discussions take place on 11th June.
The study unit is supported by the Canvas learning environment (opens 9th January at latest) and study unit Teams channel for group and personal communication. The study unit does not include working in pairs or groups.
Please notice that there are several ways to complete the study unit:
1) Demonstration of competence (Näyttö)
2) Work-based learning project in your own workplace or in your own company etc., which covers all the learning objectives
3) If your project does not cover all the learning objectives, you can write theory reports or utilize other online courses etc. to complete learning objectives that are not covered by your project
4) If your current work does not enable you to obtain required competencies by conducting a project, it is also possible to utilize Business Simulation Game to achieve the learning objectives (to be discussed).
All possibilities will be discussed and introduced in first guidance session.
The learning objectives of the study unit are:
Having completed the study unit the student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Study unit contents:
- Strategic planning
- Management decision making
- Information systems and decision making
- Group decision making
Oppimateriaali ja suositeltava kirjallisuus
The materials are available online in Canvas platform:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
All students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognised and accredited by the teacher responsible for the studies or another person designated to the position. The assessment is carried out according to the same assessment criteria and, as a rule, same grading scale as that adopted for the corresponding study unit or module. The student is entitled to apply for accreditation of prior competence regardless of where, how and when the competence has been acquired. The student may also seek accreditation of competence to be acquired on the job as part of their degree (work-based learning). The student is responsible for demonstrating and verifying their competence and for providing sufficient information.
For further information visit Student Intra.
Työelämäyhteistyö ja/tai TKI
The work-based learning project is completed in students own workplace and organisation.
Toteutuksen tärkeät päivämäärät
Demonstration of competence schedule can later be found in Laurea student intra.
The Canvas workspace will open latest on 9th January 2024.
Guidance session dates can be found in the schedule section.
Deadline for project documentation is 2nd June and Project Assessment Discussions will take place on 11th June.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student. The number of credits of the study unit is 5 credits.
Sisältö ja sen jaksotus
Having completed the study unit the student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Study unit contents:
- Strategic planning
- Management decision making
- Information systems and decision making
- Group decision making
Lisätietoja opiskelijoille
The study unit is arranged only for the group HLF223KAM
The language used in the guidance session can be either Finnish or English.
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) "students must be present for the first contact teaching session, or they must notify the responsible teacher of their absence to confirm they intend to participate in studies, Alternatively, the teacher can specify a different manner for the student to confirm that they intend to participate in the studies. The completion of these measures can be required within a week of the studies having begun. The application of the aforementioned approach requires that the teacher notifies the students accepted to the study unit of the practice and that the practice is specifically mentioned in the study unit’s implementation plan.
If the student has a justified reason for not attending the first contact teaching session or for not notifying the teacher of their intention to be involved in studies in the manner required by the teacher, the student must contact the responsible teacher to agree on participation in the studies. Their registration for the study unit will be rejected, of the student does not notify the teacher of being absent from the first contact teaching session or the reason for their absence cannot be considered justified, Another student who is in line for the study unit can be selected in their place."
The quality of the study unit implementation has been assessed and the self-evaluation report is available in Canvas.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
“The evaluation of competence is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the evaluation criteria listed in the implementation plan for the studies.” (Laurea degree regulations).
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
Professional knowledge basis, information searching and reporting
To achieve grade 5 student must be able to
- analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
To achieve grade 3 student must be able to
- critically evaluate information and justify their actions with science-based knowledge
To achieve grade 1 (or pass) student must be able to
- use professional concepts in a consistent manner and demonstrate their familiarity with the knowledge basis
- report and communicate in a professional manner
Professional practice and workplace development
To achieve grade 5 student must be able to
- evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
- anticipate needs of customers and/or co-operation partners
To achieve grade 3 student must be able to
- propose creative solutions at work
- promote professional co-operation and enhance customer and partner relationships
To achieve grade 1 (or pass) student must be able to
- act independently taking into account the operating environment
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
Teamwork, skills, leadership, and responsibility
To achieve grade 5 student must be able to
- evaluate and develop the team’s entrepreneurial and responsible approach to work
- evaluate the possibilities for utilising competence and plan their personal development and development of the team
To achieve grade 3 student must be able to
- act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of their competence in relation to the learning outcomes
To achieve grade 1 (or pass) student must be able to
- describe the significance of their actions for successful co-operation
- describe their competence in relation to the learning outcomes
“Students who has failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed. If Ouriginal is used when assignments are checked, the lecturer will inform the students of this.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 28.05.2023
Ajoitus
20.09.2023 - 31.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Korkeakouluyksikkö D, Verkkokampus, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 100
Koulutus
- Liiketalouden koulutus (HLD2), Laurea Verkkokampus
Opettaja
- Tarmo Pallari
- Tiina Pulli
Vastuuopettaja
Tarmo Pallari
Ryhmät
-
HLD222SALiiketalouden koulutus, verkko-opinnot, S22, Verkkokampus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This study unit has Zoom lectures.
Link to Zoom-meetings: https://laurea.zoom.us/j/65970031781
This study unit includes individual work and working in teams.
The learning environment of the study unit is Canvas.
The individual exam of the study unit is made online.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
The study unit starts 20.9.2023
Link to Zoom-meetings: https://laurea.zoom.us/j/65970031781
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrolment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
To achieve grade 5 student must be able to
• Apply professional concepts expertly.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
• Comply with occupational safety instructions responsibly and independently.
To achieve grade 3 student must be able to
• Apply professional concepts systematically.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles.
• Apply occupational safety instructions in their activities.
To achieve grade 1 (or pass) student must be able to
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
Students who have failed assignments or examinations required for passing a study unit must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
If failing to meet each assignment deadline, penalty -20% applies.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 28.05.2023
Ajoitus
18.09.2023 - 31.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Tuomas Tammilehto
- Kaija Koivusalo
Vastuuopettaja
Kaija Koivusalo
Ryhmät
-
HTA222SNTurvallisuuden ja riskienhallinnan koulutus, päivätoteutus, S22, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Please note this the same course than previous called Service Business Management (R0219).
Oppimateriaali ja suositeltava kirjallisuus
Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Toteutuksen tärkeät päivämäärät
We will have our lessons in campus and possible visits to companies. Check the schedule.
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 28.05.2023
Ajoitus
11.09.2023 - 31.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 65
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Marika Nikkinen
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLA222SNLiiketalouden koulutus, päivätoteutus, S22, Leppävaara
-
HBA222SNDegree Programme in Business Management, daytime studies, S22, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to study current topics related to data and its meaning to business.
The study unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Please note that this course has replaced the previous Service Business Management (R0219) course.
Oppimateriaali ja suositeltava kirjallisuus
Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Toteutuksen tärkeät päivämäärät
We will have our lessons in campus. Check the schedule.
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 11.06.2023
Ajoitus
05.09.2023 - 31.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
TKI-osuus
1 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, tiko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 80
Koulutus
- Degree Programme in Business Information Technology, Cyber Security (NCA2), Laurea Leppävaara
Opettaja
- Mitha Jose
- Lassi Tissari
Vastuuopettaja
Markku Brummer
Ryhmät
-
NCA221SADegree Programme in Business Information Technology, Cyber Security, blended learning, S21, Leppävaara
-
NIA221SADegree Programme in Business Information Technology, virtual studies, S21, Leppävaara
-
NTA221SATietojenkäsittelyn koulutus, monimuotototeutus, S21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 28.05.2023
Ajoitus
29.08.2023 - 31.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Otaniemi, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLG2), Laurea Otaniemi
Opettaja
- Marika Nikkinen
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLG222SALiiketalouden koulutus, monimuotototeutus, S22, Otaniemi
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Please note that this course has replaced the previous Service Business Management (R0219) course.
Welcome into study current topics related data and its meaning to business.
The study unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will held be in English.
Oppimateriaali ja suositeltava kirjallisuus
- Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Toteutuksen tärkeät päivämäärät
Meetings will be held in Zoom.
https://laurea.zoom.us/j/63678536626
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 28.05.2023
Ajoitus
25.08.2023 - 07.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Lohja, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Liiketalouden koulutus (HLF2), Laurea Lohja
Opettaja
- Ilkka Bergius
- Oskari Vesterinen
Vastuuopettaja
Oskari Vesterinen
Ryhmät
-
HLF222SALiiketalouden koulutus, monimuotototeutus, S22, Lohja
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
The study unit is conducted online and does not require attendance on campus. The study unit includes scheduled teaching or guidance online, which is not recorded. The study unit includes working in groups. The study unit requires active participation and commitment to interactive studying. Your group will receive feedback for assignments from the teacher, and peer feedback may also be utilised.
The study unit includes individual work and working in teams. The individual exam of the study unit is made online. Student has to pass the exam to participate Business Simulation Game. The Business Simulation Game of the study unit is played in teams in competition with other teams.
The study unit has Zoom lectures. Study unit orientation is compulsory and others strongly recommended. Please see the schedule.
The learning environment of the study unit is Canvas. Canvas workspace will open on 25th August at latest.
Assessment of this study unit is based on individual online Exam (30%) and Team assignments in Business Simulation Game (70%).
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
All students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognised and accredited by the teacher responsible for the studies or another person designated to the position. The assessment is carried out according to the same assessment criteria and, as a rule, same grading scale as that adopted for the corresponding study unit or module. The student is entitled to apply for accreditation of prior competence regardless of where, how and when the competence has been acquired. The student may also seek accreditation of competence to be acquired on the job as part of their degree (work-based learning). The student is responsible for demonstrating and verifying their competence and for providing sufficient information.
Toteutuksen tärkeät päivämäärät
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
This study unit has Zoom lectures. Please see the study unit schedule.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Sisältö ja sen jaksotus
Please see the schedule.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) "students must be present for the first contact teaching session, or they must notify the responsible teacher of their absence to confirm they intend to participate in studies, Alternatively, the teacher can specify a different manner for the student to confirm that they intend to participate in the studies. The completion of these measures can be required within a week of the studies having begun. The application of the aforementioned approach requires that the teacher notifies the students accepted to the study unit of the practice and that the practice is specifically mentioned in the study unit’s implementation plan.
If the student has a justified reason for not attending the first contact teaching session or for not notifying the teacher of their intention to be involved in studies in the manner required by the teacher, the student must contact the responsible teacher to agree on participation in the studies. Their registration for the study unit will be rejected, of the student does not notify the teacher of being absent from the first contact teaching session or the reason for their absence cannot be considered justified, Another student who is in line for the study unit can be selected in their place."
The quality of the study unit implementation has been assessed and the self-evaluation report is available in Canvas.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
“The evaluation of competence is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the evaluation criteria listed in the implementation plan for the studies.” (Laurea degree regulations).
Assessment of this study unit is based on individual online Exam (30%) and Team assignments in Business Simulation Game (70%). Student has to pass the exam to participate Business Simulation Game.
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
Professional knowledge basis, information searching and reporting
To achieve grade 5 student must be able to
- analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
To achieve grade 3 student must be able to
- critically evaluate information and justify their actions with science-based knowledge
To achieve grade 1 (or pass) student must be able to
- use professional concepts in a consistent manner and demonstrate their familiarity with the knowledge basis
- report and communicate in a professional manner
Professional practice and workplace development
To achieve grade 5 student must be able to
- evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
- anticipate needs of customers and/or co-operation partners
To achieve grade 3 student must be able to
- propose creative solutions at work
- promote professional co-operation and enhance customer and partner relationships
To achieve grade 1 (or pass) student must be able to
- act independently taking into account the operating environment
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
Teamwork, skills, leadership, and responsibility
To achieve grade 5 student must be able to
- evaluate and develop the team’s entrepreneurial and responsible approach to work
- evaluate the possibilities for utilising competence and plan their personal development and development of the team
To achieve grade 3 student must be able to
- act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of their competence in relation to the learning outcomes
To achieve grade 1 (or pass) student must be able to
- describe the significance of their actions for successful co-operation
- describe their competence in relation to the learning outcomes
“Students who has failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit. Laurea provides examination retake dates. Students must register for these examinations no later than 10 days before the retake date. A failed exam or other study attainment can be retaken twice. A failure to attend an actual examination is considered to be one completion attempt." (Laurea degree regulations.)
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed. If Ouriginal is used when assignments are checked, the lecturer will inform the students of this.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 28.05.2023
Ajoitus
11.08.2023 - 02.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
2 op
TKI-osuus
1 op
Toteutustapa
60 % Lähiopetus, 40 % Etäopetus
Yksikkö
Laurea Tikkurila, tiko
Toimipiste
Laurea Tikkurila
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Tietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen (NDV2), Laurea Tikkurila
Opettaja
- Terhi Kärpänen
Vastuuopettaja
Terhi Kärpänen
Ryhmät
-
NDV222KATietojenkäsittelyn koulutus, digitaalisten palveluiden kehittäminen, monimuotototeutus, K22, Tikkurila
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course will be organized at Tikkurila campus and online.
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Oppimateriaali ja suositeltava kirjallisuus
Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
All material needed will be found in Canvas platform for enrolled and accepted students
Työelämäyhteistyö ja/tai TKI
There is one project work for company.
Toteutuksen tärkeät päivämäärät
This course will be organized at Tikkurila campus and online.
Kansainvälisyys toteutuksella
Study unit is suitable for Laurea exchange students and for Laurea students abroad.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Business case and dashboard
Arviointiasteikko
H-5
Arviointikriteerit, tyydyttävä (1-2)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– use professional concepts in a consistent manner and demonstrate his/her familiarity with the knowledge basis
– report and communicate in a professional manner
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– act independently taking into account the operating environment
– take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– describe the significance of his/her actions for successful co-operation
– describe his/her competence in relation to the learning outcomes
Arviointikriteerit, hyvä (3-4)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– critically evaluate information and justify their actions with science-based knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– propose creative solutions at work
– promote professional co-operation and enhance customer and partner relationships
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of his/her competence in relation to the learning outcomes
Arviointikriteerit, kiitettävä (5)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
– anticipate needs of customers and/or co-operation partners
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– evaluate and develop the team’s entrepreneurial and responsible approach to work
– evaluate the possibilities for utilising competence and plan his/her personal development and development of the team
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 28.05.2023
Ajoitus
01.08.2023 - 31.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Degree Programme in Safety, Security and Risk Management (HRA), Laurea Leppävaara
Opettaja
- Lasse Kivinen
Vastuuopettaja
Lasse Kivinen
Ajoitusryhmät
- Avoin AMK 1 (Koko: 5. Avoin AMK: 5.)
Ryhmät
-
HRA222SADegree Programme in Safety, Security and Risk Management, blended learning, S22, Leppävaara
Pienryhmät
- Avoin AMK 1
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to study current topics related data and its meaning to business.
The study unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
Course will be in English.
Aika ja paikka
This is an online course.
Class and Zoom meetings: see the schedule.
Canvas workspace will be open a few days before the planned study unit start.
Oppimateriaali ja suositeltava kirjallisuus
Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
Kansainvälisyys toteutuksella
For exchange students, it’s possible to join this course.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Data and Artificial Intelligence in Business Context
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
22.05.2023 - 28.05.2023
Ajoitus
01.08.2023 - 31.12.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Lasse Kivinen
Vastuuopettaja
Lasse Kivinen
Ajoitusryhmät
- Avoin AMK 1 (Koko: 5. Avoin AMK: 5.)
Ryhmät
-
HTA222SAMTurvallisuuden ja riskienhallinnan koulutus, monimuotototeutus, S22, Leppävaara
Pienryhmät
- Avoin AMK 1
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
Course will be in English.
Aika ja paikka
Start of the study unit is 06.09.2023 16.00 - 18.00.
This study unit has only Zoom lectures.The is no mandatory attendance apart of the first lecture and during possible team-presentations. Be aware that the ZOOM-lectures will not be recorded.
This study unit includes individual work and working in teams.The individual exams and group work of the study unit are made online.
The learning environment of the study unit is Canvas. Canvas workspace will be open a few days before the planned study unit start.
The individual exams and group work of the study unit are made online.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online and will be available as soon as Canvas opens.
Toteutuksen tärkeät päivämäärät
According to the degree regulations (section 18): students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. After the first contact day no new students are accepted on the course.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Data and Artificial Intelligence in Business Context
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
28.11.2022 - 04.12.2022
Ajoitus
01.02.2023 - 31.07.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Korkeakouluyksikkö D, Verkkokampus, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 100
Koulutus
- Liiketalouden koulutus (HLD2), Laurea Verkkokampus
Opettaja
- Tarmo Pallari
- Ilkka Bergius
- Tiina Pulli
Vastuuopettaja
Tarmo Pallari
Ryhmät
-
HLD222KALiiketalouden koulutus, verkko-opinnot, K22, Verkkokampus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This study unit has Zoom lectures.
Link to Zoom-meetings: https://laurea.zoom.us/j/65884726302
This study unit includes individual work and working in teams.
The learning environment of the study unit is Canvas.
The individual exam of the study unit is made online.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
The study unit starts 1.2.2023
Link to Zoom-meetings: https://laurea.zoom.us/j/65884726302
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrolment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
To achieve grade 5 student must be able to
• Apply professional concepts expertly.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
• Comply with occupational safety instructions responsibly and independently.
To achieve grade 3 student must be able to
• Apply professional concepts systematically.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles.
• Apply occupational safety instructions in their activities.
To achieve grade 1 (or pass) student must be able to
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
Students who have failed assignments or examinations required for passing a study unit must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
If failing to meet each assignment deadline, penalty -20% applies.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
28.11.2022 - 04.12.2022
Ajoitus
30.01.2023 - 23.06.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Lohja, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Liiketalouden koulutus (HLF2), Laurea Lohja
Opettaja
- Ilkka Bergius
- Oskari Vesterinen
Vastuuopettaja
Oskari Vesterinen
Ryhmät
-
HLF222KALiiketalouden koulutus, monimuotototeutus, K22, Lohja
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This study unit has Zoom lectures. Please see the schedule.
This study unit includes individual work and working in teams.
The learning environment of the study unit is Canvas.
The individual exam of the study unit is made online.
The Business Simulation Game of the study unit is played in teams in competition with other teams.
Assessment of this study unit is based on individual online Exam (30%) and Team assignments in Business Simulation Game (70%), and individual assignments which have to be passed (in business game and using information systems). Student has to pass the exam to participate Business Simulation Game.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
All students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognised and accredited by the teacher responsible for the studies or another person designated to the position. The assessment is carried out according to the same assessment criteria and, as a rule, same grading scale as that adopted for the corresponding study unit or module. The student is entitled to apply for accreditation of prior competence regardless of where, how and when the competence has been acquired. The student may also seek accreditation of competence to be acquired on the job as part of their degree (work-based learning). The student is responsible for demonstrating and verifying their competence and for providing sufficient information.
Toteutuksen tärkeät päivämäärät
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
This study unit has Zoom lectures. Please see the study unit schedule.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Sisältö ja sen jaksotus
Please see the schedule.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor level education.
According to the degree regulations (section 18) ;students must be present for the first contact teaching session, or they must notify the responsible teacher of their absence to confirm they intend to participate in studies, Alternatively, the teacher can specify a different manner for the student to confirm that they intend to participate in the studies. The completion of these measures can be required within a week of the studies having begun. The application of the aforementioned approach requires that the teacher notifies the students accepted to the study unit of the practice and that the practice is specifically mentioned in the study unit’s implementation plan.
If the student has a justified reason for not attending the first contact teaching session or for not notifying the teacher of their intention to be involved in studies in the manner required by the teacher, the student must contact the responsible teacher to agree on participation in the studies. Their registration for the study unit will be rejected, of the student does not notify the teacher of being absent from the first contact teaching session or the reason for their absence cannot be considered justified, Another student who is in line for the study unit can be selected in their place.
The quality of the study unit implementation has been assessed and the self-evaluation report is available in Canvas.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
“The evaluation of competence is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the evaluation criteria listed in the implementation plan for the studies.” (Laurea degree regulations).
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
To achieve grade 5 student must be able to
- analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
To achieve grade 3 student must be able to
- critically evaluate information and justify their actions with science-based knowledge
To achieve grade 1 (or pass) student must be able to
- use professional concepts in a consistent manner and demonstrate his/her familiarity with the knowledge basis
- report and communicate in a professional manner
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
To achieve grade 5 student must be able to
- evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
- anticipate needs of customers and/or co-operation partners
To achieve grade 3 student must be able to
- propose creative solutions at work
- promote professional co-operation and enhance customer and partner relationships
To achieve grade 1 (or pass) student must be able to
- act independently taking into account the operating environment
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
To achieve grade 5 student must be able to
- evaluate and develop the team’s entrepreneurial and responsible approach to work
- evaluate the possibilities for utilising competence and plan his/her personal development and development of the team
To achieve grade 3 student must be able to
- act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of his/her competence in relation to the learning outcomes
To achieve grade 1 (or pass) student must be able to
- describe the significance of his/her actions for successful co-operation
- describe his/her competence in relation to the learning outcomes
“Students who has failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit. Laurea provides examination retake dates. Students must register for these examinations no later than 10 days before the retake date. A failed exam or other study attainment can be retaken twice. A failure to attend an actual examination is considered to be one completion attempt.; (Laurea degree regulations.)
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
28.11.2022 - 04.12.2022
Ajoitus
19.01.2023 - 30.04.2023
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Ove Backlund
Vastuuopettaja
Ove Backlund
Ryhmät
-
HLA222KNLiiketalouden koulutus, päivätoteutus, K22, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course is an online course in Canvas. There are however besides a course introduction class on Leppävaara campus on 19.1.2023, two Zoom sessions on 9.2 and 9.3.2023. Please see the schedule below.
The individual exam of the course is made online on 16.2.2023.
The Business Simulation Game of the course, Cesim Service, is played in teams in competition with other teams.
Aika ja paikka
This is an online course.
Time 19.1-13.4.2023
Class and Zoom meetings: see the schedule below.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathmm, M. 2008: Strategic Management. Global Media
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex:Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements : How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making.
John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
Week 3 Introduction of the course, Leppävaara Campus at 12.30-15.
Week 5 DL of team formation.
Week 6 Zoom session at 12.30-15. Lectures. Individual registration for the Business Simulation Game.
Week 7 individual online exam at 12.30-14.
Week 10 Zoom session at 12.30-15. Discussions of the game.
Week 15 Final report and individual team work (P2P) evaluation to be saved.
Kansainvälisyys toteutuksella
For exchange students, it’s possible to join this course.
Sisältö ja sen jaksotus
The course day is Thursday.
Week 3 Introduction of the course, Leppävaara Campus at 12.30-15.
Week 4 Self-study for the individual online exam.
Week 5 Self-study for the individual online exam. DL of team formation.
Week 6 Zoom at 12.30-15. Lectures. Individual registration for the Business Simulation Game Service. Practice round(PR) 1 starting.
Week 7 Individual online exam at 12.30-14. PR1 decisions to be saved by the DL. PR 2 starting.
Week 8 PR2 decisions to be saved by the DL. Round(R) 1 of the actual game starting. Team strategy to be formulated.
Week 9 R1 decisions to be saved by the DL. R2 starting. R1 memo to be saved by the beginning of the following week.
Week 10 Zoom at 12.30-15. Discussions of the game. R2 decisions to be saved by the DL. R3 starting. R2 memo to be saved by the beginning of the following week.
Week 11 R3 decisions to be saved by the DL. R4 starting. R3 memo to be saved by the beginning of the following week.
Week 12 R4 decisions to be saved by the DL. R5 starting. R4 memo to be saved by the beginning of the following week.
Week 13 R5 decisions to be saved by the DL. R6 starting. R5 memo to be saved by the beginning of the following week.
Week 14 R6 decisions to be saved by the DL.
Week 15 Final report and individual team work (P2P) evaluation to be saved.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
28.11.2022 - 04.12.2022
Ajoitus
18.01.2023 - 12.04.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, tiko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Tietojenkäsittelyn koulutus (NTA2), Laurea Leppävaara
Opettaja
- Jouni Takala
- Saifuddin Saif
Vastuuopettaja
Saifuddin Saif
Ryhmät
-
NTA221KNTietojenkäsittelyn koulutus, päivätoteutus, K21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
28.11.2022 - 04.12.2022
Ajoitus
13.01.2023 - 30.04.2023
Opintopistemäärä
5 op
Virtuaaliosuus
4 op
Toteutustapa
20 % Lähiopetus, 80 % Etäopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Ove Backlund
Vastuuopettaja
Ove Backlund
Ryhmät
-
HLA222KALiiketalouden koulutus, monimuotototeutus, K22, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course is an online course in Canvas. There are however besides a course introduction class on Leppävaara campus on 13.1.2023, two Zoom sessions on 10.2 and 9.3.2023. Please see the schedule below.
The individual exam of the course is made online on 3.2.2023.
The Business Simulation Game of the course, Cesim Service, is played in teams in competition with other teams.
Aika ja paikka
This is an online course.
Time 13.1-14.4.2023
Class and Zoom meetings: see the schedule below.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathmm, M. 2008: Strategic Management. Global Media
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex:Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements : How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making.
John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
Week 2 Introduction of the course, Leppävaara Campus at 12.30-15.
Week 4 DL of team formation.
Week 5 individual online exam at 12.30-14.
Week 6 Zoom session at 12.30-15. Lectures. Individual registration for the Business Simulation Game.
Week 10 Zoom session at 15.15-17.45 Discussions of the game.
Week 15 Final report and individual team work (P2P) evaluation to be saved.
Kansainvälisyys toteutuksella
For exchange students, it’s possible to join this course.
Sisältö ja sen jaksotus
The course day is Friday and time 12.30-15 (exception week 10 on Thursday 9.3. at 15.15-17.45).
Week 2 Introduction of the course, Leppävaara Campus at 12.30-15.
Week 3 Self-study for the individual online exam.
Week 4 Self-study for the individual online exam. DL of team formation.
Week 5 Individual online exam at 12.30-14.
Week 6 Zoom at 12.30-15. Individual registration for the Business Simulation Game Service. Discussion of the simulation game. Practice round 1 (PR1) starting. Start formulating team strategy.
Week 7 PR1 decisions to be saved by the DL. Practice round 2 (PR2) starting.
Week 8 PR2 decisions to be saved by the DL. R1 of the actual game starting.
Week 9 R1 decisions to be saved by the DL. R2 starting. R1 memo to be saved by the beginning of the following week.
Week 10 Zoom at 15.15-17.45 Discussion of the game. Discussion of strategy per team. R2 decisions to be saved by the DL. R3 starting. R2 memo to be saved by the beginning of the following week.
Week 11 R3 decisions to be saved by the DL. R4 starting. R3 memo to be saved by the beginning of the following week.
Week 12 R4 decisions to be saved by the DL. R5 starting. R4 memo to be saved by the beginning of the following week.
Week 13 R5 decisions to be saved by the DL. R6 starting. R5 memo to be saved by the beginning of the following week.
Week 14 R6 decisions to be saved by the DL. Start writing the final report
Week 15 Final report and individual team work (P2P) evaluation to be saved.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
28.11.2022 - 04.12.2022
Ajoitus
12.01.2023 - 30.04.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Otaniemi, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLG2), Laurea Otaniemi
Opettaja
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLG222KALiiketalouden koulutus, monimuotototeutus, K22, Otaniemi
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Please note this the same course than previous called Service Business Management (R0219).
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Oppimateriaali ja suositeltava kirjallisuus
Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
en
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
28.11.2022 - 04.12.2022
Ajoitus
11.01.2023 - 01.04.2023
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
20 - 60
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Saifuddin Saif
Vastuuopettaja
Saifuddin Saif
Ryhmät
-
HTA222KATurvallisuuden ja riskienhallinnan koulutus, monimuotototeutus, K22, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
28.11.2022 - 04.12.2022
Ajoitus
10.01.2023 - 01.05.2023
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
TKI-osuus
2 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
Laurea Tikkurila, tiko
Toimipiste
Laurea Tikkurila
Opetuskielet
- Englanti
Paikat
20 - 75
Koulutus
- Tietojenkäsittelyn koulutus (NTV2), Laurea Tikkurila
Opettaja
- Terhi Kärpänen
Vastuuopettaja
Terhi Kärpänen
Ajoitusryhmät
- Pienryhmä 1 (Koko: 45. Avoin AMK: 0.)
- Pienryhmä 2 (Koko: 45. Avoin AMK: 0.)
Ryhmät
-
NTV221SNTietojenkäsittelyn koulutus, päivätoteutus, S21, Tikkurila
Pienryhmät
- Pienryhmä 1
- Pienryhmä 2
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course will be organized at Tikkurila campus
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Oppimateriaali ja suositeltava kirjallisuus
Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
All material needed will be found in Canvas platform for enrolled and accepted students
Työelämäyhteistyö ja/tai TKI
There is one project work for company.
Toteutuksen tärkeät päivämäärät
This course will be organized at Tikkurila campus. There are two separate groups and two common lessons.
The lessons dates:
31.01.2023 08.30 - 11.45 B101 (136 henkilöä) All groups
14.02.2023 08.30 - 11.45 B310 (30 henkilöä) Group 1
14.02.2023 12.30 - 15.45 B310 (30 henkilöä) Group 2
14.03.2023 08.30 - 11.45 B310 (30 henkilöä) Group 1
14.03.2023 12.30 - 15.45 B310 (30 henkilöä) Group 2
27.03.2023 08.30 - 11.45 B310 (30 henkilöä) Group 1
27.03.2023 12.30 - 15.45 B310 (30 henkilöä) Group 2
25.04.2023 08.30 - 11.45 B303 (84 henkilöä) All groups
Kansainvälisyys toteutuksella
Study unit is suitable for Laurea exchange students and for Laurea students abroad.
Sisältö ja sen jaksotus
The modules:
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Business case and dashboard
Arviointiasteikko
H-5
Arviointikriteerit, tyydyttävä (1-2)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– use professional concepts in a consistent manner and demonstrate his/her familiarity with the knowledge basis
– report and communicate in a professional manner
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– act independently taking into account the operating environment
– take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– describe the significance of his/her actions for successful co-operation
– describe his/her competence in relation to the learning outcomes
Arviointikriteerit, hyvä (3-4)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– critically evaluate information and justify their actions with science-based knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– propose creative solutions at work
– promote professional co-operation and enhance customer and partner relationships
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of his/her competence in relation to the learning outcomes
Arviointikriteerit, kiitettävä (5)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
– anticipate needs of customers and/or co-operation partners
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– evaluate and develop the team’s entrepreneurial and responsible approach to work
– evaluate the possibilities for utilising competence and plan his/her personal development and development of the team
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
23.05.2022 - 29.05.2022
Ajoitus
21.09.2022 - 31.12.2022
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Korkeakouluyksikkö D, Verkkokampus, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 100
Koulutus
- Liiketalouden koulutus (HLD2), Laurea Verkkokampus
Opettaja
- Tarmo Pallari
Vastuuopettaja
Tarmo Pallari
Ryhmät
-
HLD221SALiiketalouden koulutus, verkko-opinnot, S21, Verkkokampus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This study unit has Zoom lectures.
Link to Zoom-meetings: https://laurea.zoom.us/j/64281823471
This study unit includes individual work and working in teams.
The learning environment of the study unit is Canvas.
The individual exam of the study unit is made online.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
The study unit starts 21.9.2022.
Link to Zoom-meetings: https://laurea.zoom.us/j/64281823471
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrolment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
To achieve grade 5 student must be able to
• Apply professional concepts expertly.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
• Comply with occupational safety instructions responsibly and independently.
To achieve grade 3 student must be able to
• Apply professional concepts systematically.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles.
• Apply occupational safety instructions in their activities.
To achieve grade 1 (or pass) student must be able to
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
Students who have failed assignments or examinations required for passing a study unit must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
If failing to meet each assignment deadline, penalty -20% applies.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
23.05.2022 - 30.06.2022
Ajoitus
16.09.2022 - 22.12.2022
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Otaniemi, liko
Toimipiste
Laurea Otaniemi
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLG2), Laurea Otaniemi
Opettaja
- Ove Backlund
Vastuuopettaja
Ove Backlund
Ryhmät
-
HLG221SALiiketalouden koulutus, monimuotototeutus, S21, Otaniemi
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course is an online course in Canvas. There are however besides a course introduction class on Leppävaara campus on 16.9.2022, two Zoom sessions on 14.10 and 4.11.2022. Please see the schedule below.
The individual exam of the course is made online on 21.10.2022.
The Business Simulation Game of the course, Cesim Service, is played in teams in competition with other teams.
Aika ja paikka
This is an online course.
Time 16.9-16.12.2022
Class and Zoom meetings: see the schedule below.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathmm, M. 2008: Strategic Management. Global Media
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex:Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements : How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making.
John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
Week 37 Introduction of the course, Otaniemi Campus at 9-11.30.
Week 40 DL of team formation.
Week 41 Zoom session at 9-11.30. Lectures. Individual registration for the Business Simulation Game.
Week 42 individual online exam at 9-10.30.
Week 44 Zoom session at 9-11.30. Discussions of the game.
Week 50 R7 memo, Final report and individual team work (P2P) evaluation to be saved.
Kansainvälisyys toteutuksella
For exchange students, it’s possible to join this course.
Sisältö ja sen jaksotus
The course day is Friday
Week 37 Introduction of the course, Otaniemi Campus at 9-11.30.
Week 38 Self-study for the individual online exam.
Week 39 Self-study for the individual online exam. DL of team formation.
Week 40 Self-study for the individual online exam. DL of team formation.
Week 41 Zoom at 9-11.30. Lectures. Individual registration for the Business Simulation Game Service. Practice round(PR) 1 starting.
Week 42 Individual online exam at 9-10.30 PR1 decisions to be saved by the DL. PR 2 starting.
Week 43 PR2 decisions to be saved by the DL. Round(R) 1 of the actual game starting. Team strategy to be formulated.
Week 44 R1 Zoom at 9-11.30. Discussions of the game. Decisions to be saved by the DL. R2 starting. R1 memo to be saved by the beginning of the following week.
Week 45 R2 decisions to be saved by the DL. R3 starting. R2 memo to be saved by the beginning of the following week.
Week 46 R3 decisions to be saved by the DL. R4 starting. R3 memo to be saved by the beginning of the following week.
Week 47 R4 decisions to be saved by the DL. R5 starting. R4 memo to be saved by the beginning of the following week.
Week 48 R5 decisions to be saved by the DL. R6 starting. R5 memo to be saved by the beginning of the following week.
Week 49 R6 decisions to be saved by the DL.
Week 50 R6 memo, final report and individual team work (P2P) evaluation to be saved.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
23.05.2022 - 30.06.2022
Ajoitus
12.09.2022 - 21.12.2022
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Degree Programme in Service Business Management (HMA), Laurea Leppävaara
Opettaja
- Ove Backlund
Vastuuopettaja
Ove Backlund
Ryhmät
-
HMA221SNDegree Programme in Service Business Management, daytime studies, S21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course is an online course in Canvas. There are however besides a course introduction class on Leppävaara campus on 12.9.2022, two Zoom sessions on 10.10 and 31.10.2022. Please see the schedule below.
The individual exam of the course is made online on 17.10.2022.
The Business Simulation Game of the course, Cesim Service, is played in teams in competition with other teams.
Aika ja paikka
This is an online course.
Time 12.9-12.12.2022
Class and Zoom meetings: see the schedule below.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathmm, M. 2008: Strategic Management. Global Media
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex:Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements : How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making.
John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
Week 37 Introduction of the course, Leppävaara Campus at 12.30-15.
Week 40 DL of team formation.
Week 41 Zoom session at 12.30-15. Lectures. Individual registration for the Business Simulation Game.
Week 42 individual online exam at 12.30-14.
Week 44 Zoom session at 9-11.30. Discussions of the game.
Week 50 R7 memo, Final report and individual team work (P2P) evaluation to be saved.
Kansainvälisyys toteutuksella
For exchange students, it’s possible to join this course.
Sisältö ja sen jaksotus
The course day is Monday.
Week 37 Introduction of the course, Leppävaara Campus at 12.30-15.
Week 38 Self-study for the individual online exam.
Week 39 Self-study for the individual online exam. DL of team formation.
Week 40 Self-study for the individual online exam. DL of team formation.
Week 41 Zoom at 12.30-15. Lectures. Individual registration for the Business Simulation Game Service. Practice round(PR) 1 starting.
Week 42 Individual online exam at 12.30-14. PR1 decisions to be saved by the DL. PR 2 starting.
Week 43 PR2 decisions to be saved by the DL. Round(R) 1 of the actual game starting. Team strategy to be formulated.
Week 44 R1 Zoom at 12.30-15.Discussions of the game. Decisions to be saved by the DL. R2 starting. R1 memo to be saved by the beginning of the following week.
Week 45 R2 decisions to be saved by the DL. R3 starting. R2 memo to be saved by the beginning of the following week.
Week 46 R3 decisions to be saved by the DL. R4 starting. R3 memo to be saved by the beginning of the following week.
Week 47 R4 decisions to be saved by the DL. R5 starting. R4 memo to be saved by the beginning of the following week.
Week 48 R5 decisions to be saved by the DL. R6 starting. R5 memo to be saved by the beginning of the following week.
Week 49 R6 decisions to be saved by the DL.
Week 50 R6 memo, final report and individual team work (P2P) evaluation to be saved.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
23.05.2022 - 29.05.2022
Ajoitus
07.09.2022 - 31.12.2022
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLA221SNLiiketalouden koulutus, päivätoteutus, S21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Please note this the same course than previous called Service Business Management (R0219).
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Oppimateriaali ja suositeltava kirjallisuus
- Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Toteutuksen tärkeät päivämäärät
We will have our lessons in campus. Check the schedule.
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
23.05.2022 - 29.05.2022
Ajoitus
07.09.2022 - 19.11.2022
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Leppävaara
Opetuskielet
- Suomi
Paikat
20 - 50
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Lassi Tissari
Vastuuopettaja
Lassi Tissari
Ryhmät
-
HTA221SNTurvallisuuden ja riskienhallinnan koulutus, päivätoteutus, S21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
23.05.2022 - 29.05.2022
Ajoitus
26.08.2022 - 16.12.2022
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Lohja, liko
Toimipiste
Laurea Lohja
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Liiketalouden koulutus (HLF2), Laurea Lohja
Opettaja
- Ilkka Bergius
- Oskari Vesterinen
Vastuuopettaja
Oskari Vesterinen
Ryhmät
-
HLF221SALiiketalouden koulutus, monimuotototeutus, S21, Lohja
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This study unit has Zoom lectures. Please see the schedule.
This study unit includes individual work and working in teams.
The learning environment of the study unit is Canvas.
(opens 26th August at latest)
The individual exam of the study unit is made online.
The Business Simulation Game of the study unit is played in teams in competition with other teams.
Assessment of this study unit is based on individual online Exam (30%) and Team assignments in Business Simulation Game (70%), and individual assignments which have to be passed (in business game and using information systems). Student has to pass the exam to participate Business Simulation Game.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen valinnaiset suoritustavat
All students are entitled to demonstrate their competence. The recognition and accreditation of prior competence is initiated by the students themselves. The competence is recognised and accredited by the teacher responsible for the studies or another person designated to the position. The assessment is carried out according to the same assessment criteria and, as a rule, same grading scale as that adopted for the corresponding study unit or module. The student is entitled to apply for accreditation of prior competence regardless of where, how and when the competence has been acquired. The student may also seek accreditation of competence to be acquired on the job as part of their degree (work-based learning). The student is responsible for demonstrating and verifying their competence and for providing sufficient information.
Toteutuksen tärkeät päivämäärät
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrollment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
This study unit has Zoom lectures. Please see the study unit schedule.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Sisältö ja sen jaksotus
Please see the schedule.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor level education.
According to the degree regulations (section 18) ;students must be present for the first contact teaching session, or they must notify the responsible teacher of their absence to confirm they intend to participate in studies, Alternatively, the teacher can specify a different manner for the student to confirm that they intend to participate in the studies. The completion of these measures can be required within a week of the studies having begun. The application of the aforementioned approach requires that the teacher notifies the students accepted to the study unit of the practice and that the practice is specifically mentioned in the study unit’s implementation plan.
If the student has a justified reason for not attending the first contact teaching session or for not notifying the teacher of their intention to be involved in studies in the manner required by the teacher, the student must contact the responsible teacher to agree on participation in the studies. Their registration for the study unit will be rejected, of the student does not notify the teacher of being absent from the first contact teaching session or the reason for their absence cannot be considered justified, Another student who is in line for the study unit can be selected in their place.
The quality of the study unit implementation has been assessed and the self-evaluation report is available in Canvas.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
“The evaluation of competence is based on the descriptions of objectives in the curricula, and the level of competence is assessed according to the evaluation criteria listed in the implementation plan for the studies.” (Laurea degree regulations).
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
To achieve grade 5 student must be able to
- analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
To achieve grade 3 student must be able to
- critically evaluate information and justify their actions with science-based knowledge
To achieve grade 1 (or pass) student must be able to
- use professional concepts in a consistent manner and demonstrate his/her familiarity with the knowledge basis
- report and communicate in a professional manner
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
To achieve grade 5 student must be able to
- evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
- anticipate needs of customers and/or co-operation partners
To achieve grade 3 student must be able to
- propose creative solutions at work
- promote professional co-operation and enhance customer and partner relationships
To achieve grade 1 (or pass) student must be able to
- act independently taking into account the operating environment
- take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
To achieve grade 5 student must be able to
- evaluate and develop the team’s entrepreneurial and responsible approach to work
- evaluate the possibilities for utilising competence and plan his/her personal development and development of the team
To achieve grade 3 student must be able to
- act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of his/her competence in relation to the learning outcomes
To achieve grade 1 (or pass) student must be able to
- describe the significance of his/her actions for successful co-operation
- describe his/her competence in relation to the learning outcomes
“Students who has failed to demonstrate their competence in accordance with the approved level must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit. Laurea provides examination retake dates. Students must register for these examinations no later than 10 days before the retake date. A failed exam or other study attainment can be retaken twice. A failure to attend an actual examination is considered to be one completion attempt.; (Laurea degree regulations.)
All staff and students of Laurea are expected to adhere to good scientific practices, which includes appropriate referencing. Familiarise yourself with the practices and, if needed, ask for more information. All study assignments are to be done as individual work unless otherwise instructed.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
23.05.2022 - 07.08.2022
Ajoitus
26.08.2022 - 06.12.2022
Opintopistemäärä
5 op
Virtuaaliosuus
1 op
TKI-osuus
2 op
Toteutustapa
80 % Lähiopetus, 20 % Etäopetus
Yksikkö
Laurea Tikkurila, tiko
Toimipiste
Laurea Tikkurila
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Tietojenkäsittelyn koulutus (NTV2), Laurea Tikkurila
Opettaja
- Terhi Kärpänen
Vastuuopettaja
Terhi Kärpänen
Ryhmät
-
NTV221KATietojenkäsittelyn koulutus, monimuotototeutus, K21, Tikkurila
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course will be organized at Tikkurila campus
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Oppimateriaali ja suositeltava kirjallisuus
Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
All material needed will be found in Canvas platform for enrolled and accepted students
Toteutuksen tärkeät päivämäärät
This course will be organized at Tikkurila campus.
The lessons dates:
13.09.2022 16.15 - 18.00
27.09.2022 16.15 - 18.00
25.10.2022 16.15 - 18.00
08.11.2022 16.15 - 18.00
28.11.2022 12.30 - 15.45
Kansainvälisyys toteutuksella
Study unit is suitable for Laurea exchange students and for Laurea students abroad.
Sisältö ja sen jaksotus
The modules
Orientation
Module 1: What is data and what does data-driven mean?
Module 2: Decision making
Module 3: Data analytics and accounting
Module 4: Business case and dashboard
Arviointiasteikko
H-5
Arviointikriteerit, tyydyttävä (1-2)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– use professional concepts in a consistent manner and demonstrate his/her familiarity with the knowledge basis
– report and communicate in a professional manner
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– act independently taking into account the operating environment
– take responsibility for interaction with customers and/or co-operation partners and for responding to their needs
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– describe the significance of his/her actions for successful co-operation
– describe his/her competence in relation to the learning outcomes
Arviointikriteerit, hyvä (3-4)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– critically evaluate information and justify their actions with science-based knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– propose creative solutions at work
– promote professional co-operation and enhance customer and partner relationships
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– act in a manner that promotes the team’s entrepreneurial and responsible approach to work
- describe the development of his/her competence in relation to the learning outcomes
Arviointikriteerit, kiitettävä (5)
PROFESSIONAL KNOWLEDGE BASIS, INFORMATION SEARCHING AND REPORTING
– analyse the acquired information, draw conclusions and combine theoretical knowledge with experiential knowledge
PROFESSIONAL PRACTICE AND WORKPLACE DEVELOPMENT
– evaluate the applicability of produced knowledge, skill or idea to other contexts as well as their impact
– anticipate needs of customers and/or co-operation partners
TEAMWORK SKILLS, LEADERSHIP AND RESPONSIBILITY
– evaluate and develop the team’s entrepreneurial and responsible approach to work
– evaluate the possibilities for utilising competence and plan his/her personal development and development of the team
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
23.05.2022 - 29.05.2022
Ajoitus
01.08.2022 - 31.12.2022
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Degree Programme in Safety, Security and Risk Management (HRA), Laurea Leppävaara
Opettaja
- Jouni Takala
Vastuuopettaja
Jouni Takala
Ryhmät
-
HRA221SADegree Programme in Safety, Security and Risk Management, blended learning, S21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
29.11.2021 - 05.12.2021
Ajoitus
17.03.2022 - 31.05.2022
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Korkeakouluyksikkö D, Verkkokampus, liko
Toimipiste
Laurea Verkkokampus
Opetuskielet
- Englanti
Paikat
40 - 80
Koulutus
- Liiketalouden koulutus (HLD2), Laurea Verkkokampus
Opettaja
- Jouni Takala
- Tarmo Pallari
- Kaija Koivusalo
Vastuuopettaja
Tarmo Pallari
Ryhmät
-
HLD221KALiiketalouden koulutus, verkko-opinnot, K21, Verkkokampus
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This study unit has Zoom lectures.
This study unit includes individual work and working in teams.
The learning environment of the study unit is Canvas.
The individual exam of the study unit is made online.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
The study unit starts 17.3.2022.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrolment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
To achieve grade 5 student must be able to
• Apply professional concepts expertly.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
• Comply with occupational safety instructions responsibly and independently.
To achieve grade 3 student must be able to
• Apply professional concepts systematically.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles.
• Apply occupational safety instructions in their activities.
To achieve grade 1 (or pass) student must be able to
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
Students who have failed assignments or examinations required for passing a study unit must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
29.11.2021 - 15.12.2021
Ajoitus
21.02.2022 - 31.05.2022
Opintopistemäärä
5 op
Virtuaaliosuus
4 op
Toteutustapa
20 % Lähiopetus, 80 % Etäopetus
Yksikkö
Laurea Lohja, liko
Toimipiste
Laurea Lohja
Opetuskielet
- Englanti
Paikat
20 - 40
Koulutus
- Liiketalouden koulutus (HLF2), Laurea Lohja
Opettaja
- Ilkka Bergius
- Oskari Vesterinen
Vastuuopettaja
Oskari Vesterinen
Ryhmät
-
HLF221KALiiketalouden koulutus, monimuotototeutus, K21, Lohja
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This study unit has Zoom lectures and there will be also one contact day at campus to support the studies. Please see the schedule.
This study unit includes individual work and working in teams.
The learning environment of the study unit is Canvas.
The individual exam of the study unit is made online.
The Business Simulation Game of the study unit is played in teams in competition with other teams.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathnam, M. 2008: Strategic Management. Global Media.
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex: Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements: How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making. John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
Weeks 8-22. This study unit has Zoom lectures and there will be also contact day at campus to support the studies. Please see the study unit schedule.
Kansainvälisyys toteutuksella
The study unit is suitable for exchange students.
Opiskelijan ajankäyttö ja kuormitus
One credit equals approximately 26.7 hours of work performed by the student.
Sisältö ja sen jaksotus
Study unit takes place in weeks 8-22.
Please see the schedule.
Lisätietoja opiskelijoille
The study unit corresponds to the requirements of Bachelor's level education.
According to the degree regulations (section 18) “students must be present in the first contact session or notify their teacher in charge if they cannot attend. If they fail to notify the teacher of their absence in the first contact session, their enrolment will be rejected. Another student in the queue may be enrolled in the study unit in the place of the absent student.”
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
In this study unit the assessing of the competences will be done by using the criteria set for requirement level II.
To achieve grade 5 student must be able to
• Apply professional concepts expertly.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
• Comply with occupational safety instructions responsibly and independently.
To achieve grade 3 student must be able to
• Apply professional concepts systematically.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles.
• Apply occupational safety instructions in their activities.
To achieve grade 1 (or pass) student must be able to
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
Students who have failed assignments or examinations required for passing a study unit must supplement or retake their study attainment in a manner and schedule defined by the teacher of the study unit.
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
29.11.2021 - 05.12.2021
Ajoitus
17.02.2022 - 31.07.2022
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Jouni Takala
- Marjaana Ajanto
- Kaija Koivusalo
Vastuuopettaja
Marjaana Ajanto
Ryhmät
-
HLA221KNLiiketalouden koulutus, päivätoteutus, K21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
Please note this the same course than previous called Service Business Management (R0219).
Welcome to study current topics related data and its meaning to business.
The unit will include:
- Introduction to data and data based thinking
- Data driven decision making
- Data and business
- Data and data related tools
There will be collaboration with companies during the course.
Course will be in English.
Oppimateriaali ja suositeltava kirjallisuus
- Marr, B. (2017). Data strategy: How to profit from a world of big data, analytics and the internet of things. Kogan Page Limited.
Työelämäyhteistyö ja/tai TKI
There will be cooperation with companies that use data in their business planning and scoring.
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
29.11.2021 - 14.12.2021
Ajoitus
20.01.2022 - 13.04.2022
Opintopistemäärä
5 op
Virtuaaliosuus
5 op
Toteutustapa
Etäopetus
Yksikkö
Laurea Otaniemi, liko
Toimipiste
Laurea Otaniemi
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLG2), Laurea Otaniemi
Opettaja
- Ove Backlund
Ryhmät
-
HLG221KALiiketalouden koulutus, monimuotototeutus, K21, Otaniemi
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course is an online course in Canvas. There are, however, besides a course introduction class on Otaniemi Campus on 20.1.2022, two Zoom sessions on 9.2 and 9.3.2022. Please see the schedule below.
The individual exam of the course is made online.
The Business Simulation Game of the course, Cesim Service, is played in teams in competition with other teams.
Aika ja paikka
This is an online course.
Time 20.1-13.4.2022.
Class and Zoom meetings: see the schedule below.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathmm, M. 2008: Strategic Management. Global Media
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex:Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements : How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making.
John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
Week 3 Course introduction on Otaniemi Campus at 9-11.30.
Week 5 DL of team formation.
Week 6 Zoom session at 16-18.30. Lectures. Individual registration for the Business Simulation Game.
Week 7 individual online exam at 9-10.30.
Week 10 Zoom session at 8-9.30. Discussions of the game.
Week 15 R7 memo, final report and individual team work (P2P) evaluation to be saved.
Kansainvälisyys toteutuksella
For exchange students, it’s possible to join this course.
Sisältö ja sen jaksotus
The course day is Thursday/week 3 and Wednesday/weeks 6 and 10.
Week 3 Introduction of the course, Otaniemi Campus at 9-11.30.
Week 4 Self-study for the individual online exam.
Week 5 Self-study for the individual online exam. DL of team formation.
Week 6 Zoom at 9-11.30. Lectures. Individual registration for the Business Simulation Game Service. Practice round(PR) 1 starting.
Week 7 Individual online exam at 9-10.30. PR1 decisions to be saved by the DL. PR 2 starting.
Week 8 PR2 decisions to be saved by the DL. Round(R) 1 of the actual game starting. Team strategy to be formulated.
Week 9 R1 decisions to be saved by the DL. R2 starting. R1 memo to be saved by the beginning of the following week.
Week 10 Zoom at 16-18.30. Discussions of the game. R2 decisions to be saved by the DL. R3 starting. R2 memo to be saved by the beginning of the following week.
Week 11 R3 decisions to be saved by the DL. R4 starting. R3 memo to be saved by the beginning of the following week.
Week 12 R4 decisions to be saved by the DL. R5 starting. R4 memo to be saved by the beginning of the following week.
Week 13 R5 decisions to be saved by the DL. R6 starting. R5 memo to be saved by the beginning of the following week.
Week 14 R6 decisions to be saved by the DL.
Week 15 R6 memo, final report and individual team work (P2P) evaluation to be saved.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
29.11.2021 - 14.12.2021
Ajoitus
14.01.2022 - 14.06.2022
Opintopistemäärä
5 op
Virtuaaliosuus
4 op
Toteutustapa
20 % Lähiopetus, 80 % Etäopetus
Yksikkö
Laurea Leppävaara, liko
Toimipiste
Laurea Leppävaara
Opetuskielet
- Englanti
Paikat
20 - 50
Koulutus
- Liiketalouden koulutus (HLA2), Laurea Leppävaara
Opettaja
- Ove Backlund
Vastuuopettaja
Ove Backlund
Ryhmät
-
HLA221KALiiketalouden koulutus, monimuotototeutus, K21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Toteutustapa
This course is an online course in Canvas. There are however besides a course introduction class on Leppävaara campus on 14.12022, two Zoom sessions on 4.2 and 4.3.2022. Please see the schedule below.
The individual exam of the course is made online.
The Business Simulation Game of the course, Cesim Service, is played in teams in competition with other teams.
Aika ja paikka
This is an online course.
Time 14.1-8.4.2022
Class and Zoom meetings: see the schedule below.
Oppimateriaali ja suositeltava kirjallisuus
The materials are online:
Jeyarathmm, M. 2008: Strategic Management. Global Media
Van Looy, B., Gemmel, P. & Van Dierdonck, R. 2013: Service Management: An integrated approach. Essex:Pearson Education Limited.
Epstein L. 2012: The Business Owner's Guide to Reading and Understanding Financial Statements : How to Budget, Forecast, and Monitor Cash Flow for Better Decision Making.
John Wiley & Sons, Incorporated.
Vance, David E. 2012: Financial analysis & decision making: tools and techniques to solve financial problems and make effective business decisions. McGraw-Hill.
Toteutuksen tärkeät päivämäärät
Week 2 Introduction of the course, Leppävaara Campus at 9-11.30.
Week 4 DL of team formation.
Week 5 Zoom session at 9-11.30. Lectures. Individual registration for the Business Simulation Game.
Week 6 individual online exam at 9-10.30.
Week 9 Zoom session at 9-11.30. Discussions of the game.
Week 14 R7 memo, Final report and individual team work (P2P) evaluation to be saved.
Kansainvälisyys toteutuksella
For exchange students, it’s possible to join this course.
Sisältö ja sen jaksotus
The course day is Friday.
Week 2 Introduction of the course, Leppävaara Campus at 9-11.30.
Week 3 Self-study for the individual online exam.
Week 4 Self-study for the individual online exam. DL of team formation.
Week 5 Zoom at 9-11.30. Lectures. Individual registration for the Business Simulation Game Service. Practice round(PR) 1 starting.
Week 6 Individual online exam at 9-10.30. PR1 decisions to be saved by the DL. PR 2 starting.
Week 7 PR2 decisions to be saved by the DL. Round(R) 1 of the actual game starting. Team strategy to be formulated.
Week 8 R1 decisions to be saved by the DL. R2 starting. R1 memo to be saved by the beginning of the following week.
Week 9 Zoom at 9-11.30. Discussions of the game. R2 decisions to be saved by the DL. R3 starting. R2 memo to be saved by the beginning of the following week.
Week 10 R3 decisions to be saved by the DL. R4 starting. R3 memo to be saved by the beginning of the following week.
Week 11 R4 decisions to be saved by the DL. R5 starting. R4 memo to be saved by the beginning of the following week.
Week 12 R5 decisions to be saved by the DL. R6 starting. R5 memo to be saved by the beginning of the following week.
Week 13 R6 decisions to be saved by the DL.
Week 14 R6 memo, final report and individual team work (P2P) evaluation to be saved.
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
BACHELOR'S DEGREE INITIAL STAGE STUDENTS
EXCELLENT
grade 5
Students are able to:
• Apply professional concepts expertly.
• Comply with occupational safety instructions responsibly and independently.
• Justify activities using research knowledge.
• Work independently and take initiatives in line with objectives. Operations are often flexible, systematic, development-oriented, creative and active.
• Select the appropriate techniques and models for activities, and justify the choices.
• Act in customer-oriented ways and according to the situation.
• Promote group activities.
• Able to critically apply ethical principles in the subject field in one's conduct and tasks.
GOOD
grade 3
Students are able to:
• Apply professional concepts systematically.
• Apply occupational safety instructions in their activities.
• Justify, compare and analyse their activities using general guidelines.
• Able to cope independently in different tasks in each operating environment.
• Apply acquired techniques and models diversely.
• Act professionally in customer situations.
• Work in a group in line with objectives.
• Justify their activities in accordance with ethical principles..
SATISFACTORY,
grade 1
Students are able to:
• Apply most important/individual and appropriate professional concepts, and indicate their familiarity with the knowledge base.
• Act safely, although activities are often schematic/ experimental/ fumbling/ self-involved.
• Comply with rules and instructions, and justify their activities using provided instructions.
• Act appropriately under guidance.
• Use acquired techniques and models.
• Take customers into account in their actions.
• Act as group members.
• Act in accordance with ethical principles
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.
Ilmoittautumisaika
29.11.2021 - 05.12.2021
Ajoitus
09.01.2022 - 30.04.2022
Opintopistemäärä
5 op
Virtuaaliosuus
4 op
Toteutustapa
20 % Lähiopetus, 80 % Etäopetus
Yksikkö
Laurea Leppävaara, palvelu
Toimipiste
Laurea Leppävaara
Opetuskielet
- Suomi
Paikat
20 - 80
Koulutus
- Turvallisuuden ja riskienhallinnan koulutus (HTA2), Laurea Leppävaara
Opettaja
- Lassi Tissari
Vastuuopettaja
Lassi Tissari
Ryhmät
-
HTA221KA2Turvallisuuden ja riskienhallinnan koulutus, monimuotototeutus, K21, Leppävaara, ryhmä 2
-
HTA221KATurvallisuuden ja riskienhallinnan koulutus, monimuotototeutus, K21, Leppävaara
Osaamistavoitteet
The student is able to
- use planning, analysis and decision-making tools and techniques in strategic planning
- analyze financial statements and business reports and use them as a basis for decisions
- make business decisions in various business contexts
- apply data in decision making
Arviointiasteikko
H-5
Lisätiedot
Seuraava koskee Digitaalisten palveluiden kehittämisen opiskelijaa, joka ei ole suorittanut opintojaksoa viimeistään kevätlukukaudella 2026: Opintojakson voi korvata opintojaksolla ND00CC10 Data-driven IT 5 op.