Data Analysis for Decision-Making 7,5 hp
Undervisningen bedrivs på engelska.Kursinnehåll
The course develops the students’ ability to manage and/or conduct data-driven decision-making, in particular data mining. The course includes the following elements:- Fundamental tasks in data mining, i.e., classification, regression, clustering and association rules
- Basic techniques for classification, regression, clustering and association rules
- Organization of a data mining project, i.e., preprocessing, modeling and evaluation
- The MapReduce framework
- Software tools for data analytics
- Research directions in data mining
- Data analytics applied to different business domains
Förkunskapskrav
Bachelor’s degree (i.e. the equivalent of 180 ECTS credits at an accredited university) in Business or Informatics including 30 credits of master level studies in Business Administration and/or Informatics (or the equivalent).Utbildningsnivå: Avancerad nivå
Kurskod/Ladokkod: JDAS27
Kursen ges vid: Jönköping International Business School
Tidigare och pågående kurstillfällen
Typ av Kurs
Programkurs
Studieform
Campus
Termin
Våren
2024:
vecka 03
-
vecka 12
Studietakt
50%
Undervisningsspråk
Engelska
Ort
Jönköping
Kurstid
Dag
Examinator
Mart Ots
Kursansvarig
Mart Ots
Kursansvarig
Ulf Johansson
Gäller enbart studenter utanför EU/EES/Schweiz: Studieavgift
15000kr
Anmälningskod
HJ-J4013
Senast ändrad 2024-01-12 09:24:58