Lectures
- Course is fully online
- All the material will be provided through moodle. If you are a registered student you should get moodle access. Please contact me if you do not get access, at rajesh dot sharma at the rate ut dot ee
- 14.09 -- Introduction to BDA.
* Homework 1 - Submission deadline 27.09
- 28.09 -- Descriptive analysis and visualization
- Homework 2 - Submission deadline 11.10
- 12.10 -- Customer segmentation
- Homework 3 - Submission deadline 25.10
- 26.10 -- Customer Lifecycle management - regression problems
- Homework 4 - Submission deadline 08.11
- 09.11 -- Customer Lifecycle management - classification problems
- Homework 5 - Submission deadline 22.11
- 23.11 -- Cross-sell/Up-sell recommendations: Collaborative Filtering
- Homework 6 - Submission deadline 06.12
- 07.12 -- A/B testing in marketing
- Homework 7 - Submission deadline 20.12
- 21.12 -- Summary and Exam Preparation + Guest Lecture