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Instructor: Dr. Gerit Wagner, Frankfurt School of Finance & Management
Online office hours meeting link:
https://teams.microsoft.com/meet/35117082310591?p=f5NP6xsZSwVGssoMjB
Sessions
Introduction
|
Date
|
Session
|
Topic
|
Lecture
|
Exercise
|
|
2026-03-23
|
Session 0
|
Course logistics
|
slides, notes
|
|
|
2026-03-23
|
Session 1
|
The rise of analytics
|
slides, notes
|
|
Data foundations
|
Date
|
Session
|
Topic
|
Lecture
|
Exercise
|
|
2026-03-23
|
Session 2
|
Data preparation and exploration
|
slides, notes
|
|
|
2026-03-30
|
Session 3
|
Analytical data architecture
|
slides, notes
|
|
Analytical modeling
|
Date
|
Session
|
Topic
|
Lecture
|
Exercise
|
|
2026-03-30
|
Session 4
|
Regression I
|
slides, notes
|
|
|
2026-04-14
|
Session 5
|
Regression II
|
slides, notes
|
|
|
2026-04-20
|
Session 6
|
Machine learning I
|
slides, notes
|
|
|
2026-04-20
|
Session 7
|
Machine learning II
|
slides, notes
|
|
|
2026-05-04
|
Session 8
|
Big data I
|
slides, notes
|
|
|
2026-05-04
|
Session 9
|
Big data II
|
slides, notes
|
|
Deployment
|
Date
|
Session
|
Topic
|
Lecture
|
Exercise
|
|
2026-05-11
|
Session 10
|
Analytics in organizations
|
slides, notes
|
|
Synthesis
|
Date
|
Session
|
Topic
|
Lecture
|
Exercise
|
|
2026-05-11
|
Session 11
|
Integration and exam preparation
|
slides, notes
|
|