Practice sessions
We will be using Python to handle the case studies. We will be using colab facility provided by Google. To use it, you need to have a google account.
- 12.09 - Introduction to Python || Video
- 26.09 - Descriptive Analysis and Visvualization || Video
- 10.10 - Customer Segmentation || Video 1 || Video 2
- orders_rfm
- Please note: Due to technical issues recording has been done in 2 videos.
- 24.10 - Customer lifecycle management - regression || Video
- customer transactions - lab_04_clv_transactions.csv
- customer survey - lab_04_customer_transact_survey.csv
- 07.11 - Customer lifecycle management - classification || Video
- Telco_Customer_Churn - Telco_Customer_Churn.csv
- 21.11 - Cross-sell/Up-sell recommendations: Collaborative Filterin || Video
- 05.12 - A/B Testing || Video
- AB Clicks - AB Clicks.csv