Opinto-opas

Tavoitteet

The student can
- Understand the role of business intelligence in the IT and business context.
- Explain the basic principles of databases, data warehousing and business intelligence.
- Understand the different data sources and data quality processes.
- Define the dimensions and measures for the business intelligence data model.
- Present the basic knowledge and skills needed in building a business intelligence solution.

Sisältö

- Organizational context of business intelligence
- Database and data warehouse concepts and structures
- Recognizing different data sources
- Ensuring data quality
- Tools for designing and implementing business intelligence solutions
- Planning, implementing and maintaining a business intelligence solution
- Changes, risks and problems in business intelligence
- Business intelligence as communication and management tool

Oppimateriaalit

Material provided by teacher:
- books
- slides
- articles

Opetusmenetelmät

Lectures, workshops lecture assignments, groupwork

Opiskelijan ajankäyttö ja kuormitus

Lectures and workshops 16 hours and self-study 65 hours

Arviointiasteikko

1-5

Arviointikriteerit, tyydyttävä (1)

The student can name and can define the central concepts which describe data warehousing and business intelligence. Student can explain different phases of the business intelligence process.

Arviointikriteerit, hyvä (3)

The student can explain the central concepts which describe data warehousing and business intelligence. Student can explain well different phases of the business intelligence process. Student has basic business intelligence skills.

Arviointikriteerit, kiitettävä (5)

The student can name and define very well the central concepts of data warehousing and business intelligence. Student can explain very well different phases of the business intelligence process. Student can implement business intelligence solutions independently.

Esitietovaatimukset

- International Financial Management
- Digital Business Processes

Tavoitteet

The student can
- Understand the role of business intelligence in the IT and business context.
- Explain the basic principles of databases, data warehousing and business intelligence.
- Understand the different data sources and data quality processes.
- Define the dimensions and measures for the business intelligence data model.
- Present the basic knowledge and skills needed in building a business intelligence solution.

Sisältö

- Organizational context of business intelligence
- Database and data warehouse concepts and structures
- Recognizing different data sources
- Ensuring data quality
- Tools for designing and implementing business intelligence solutions
- Planning, implementing and maintaining a business intelligence solution
- Changes, risks and problems in business intelligence
- Business intelligence as communication and management tool

Oppimateriaalit

Material provided by lecturer

Opetusmenetelmät

Lecutures and assignments

Tenttien ajankohdat ja uusintamahdollisuudet

There is no exam on this course.

Opiskelijan ajankäyttö ja kuormitus

Contact sessions 14h, independent work 67h

Arviointiasteikko

1-5

Arviointikriteerit, tyydyttävä (1)

The student can name and can define the central concepts which describe data warehousing and business intelligence. Student can explain different phases of the business intelligence process.

Arviointikriteerit, hyvä (3)

The student can explain the central concepts which describe data warehousing and business intelligence. Student can explain well different phases of the business intelligence process. Student has basic business intelligence skills.

Arviointikriteerit, kiitettävä (5)

The student can name and define very well the central concepts of data warehousing and business intelligence. Student can explain very well different phases of the business intelligence process. Student can implement business intelligence solutions independently.

Arviointimenetelmät ja arvioinnin perusteet

Course is evaluated by assignment

Esitietovaatimukset

- International Financial Management
- Digital Business Processes