TODO.md

TODO

Todo

• Transactional item datasets

  • Customer Churn Model: How to calculate CLV using BG/NBD and Gamma-Gamma
    • Contractual Churn
      • Bank Churn
    • Non-contractual Churn
  • Time Series Forecasting
  • Customer Segmetation: RFM & ABC
  • Market Basket Analysis
  • Next-Product-To-Buy models

• Marketing response datasets

  • A quick guide to machine learning uplift models
  • Marketing Targeting Model: Marketing Qualified Leads (MQLs)

• Product review dataset

  • Setiment Analysis

• Credit card fraud datasets

• 10 Confusing XGBoost Hyperparameters and How to Tune Them Like a Pro in 2023

• Feature Importance Analysis with SHAP I Learned at Spotify

In Progress

EDA

• Practical Statistics for Data Scientists, 2nd Edition
• Outlier Detection with Scikit-Learn and Matplotlib: a Practical Guide
• Exploratory Data Analysis with Pandas Python 2023

Done ✓

• Current notebook: Bank Churn Binary Classification
• Create my first TODO.md