This repository covers the notebooks required for the click prediction workshop.
- Exploration - Statistical significance, and Categorical variable ranking with mutual information
- Feature Engineering - Time feature engineering, timezone correction, and feature interactions and visualisation.
- Data enrichment - Working with scraped files, archives, feature selection.
- Modeling - Training, Time-dependent split, model explainability and regularization.
- Coefficient Monitoring - Tracking model performance and structure through time.
For more details, contact me at goren.ml .