Time-Based Feature Engineering — Roadmap Step & Resources
Extracting lag features, rolling statistics and seasonality from time series data
- Level: advanced
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Study resources
- Time Series Feature Engineering (Article) — Kaggle Learn's free micro-course covering time-based feature engineering.
- Time-Based Feature Engineering Explained (Video) — Covers extracting lag, rolling window and seasonal features from timestamps.
Part of
- Feature Engineering & Selection — section
- Machine Learning roadmap — the full learning path