Practice sessions
- 18.02 - Descriptive statistics and visualization
- Accompanied dataset - intro_dataset.csv
- 26.02 - Customer Segmentation
- RFM dataset - orders_rfm.csv
- 05.03 - Customer lifecycle management - regression
- RFM dataset - Advertising.csv
- 12.03 - Customer lifecycle management - classification
- customer churn data - edw_cdr.csv
- 19.03 - Models' Evaluation
- customer churn data - edw_cdr.csv
- 26.03 - Understanding And Mining Text
- dataset1 - apple.csv
- dataset2 - apple2.csv
- dataset3 - knn.csv
- 02.04 - Link Analysis
- Networks Dataset - Networks.csv
- 09.04 - Fraud Detection
- Credit Card Dataset - Creditcard.csv Δ
- 16.04 - Financial Forecasting
- 07.05 - A/B Testing
- A/B test data - AB_clicks.csv
- 14.05 - Recommender system
- Movies and ratings data - movies.csv, ratings.csv
- 21.05 - Market Basket Analysis
- Cosmetics data - Cosmetics.csv