Feature Engineering Fundamentals — Roadmap Step & Resources
Creating new, more predictive variables from raw data
- Level: advanced
- Estimated time: 1 days
- Roadmap: Data Science
Study resources
- Feature Engineering (Article) — Kaggle Learn's free, hands-on micro-course on feature engineering.
- Feature Engineering Explained (Video) — A practical walkthrough of creating useful features for a model.
Part of
- Feature Engineering & Data Preparation for Modeling — section
- Data Science roadmap — the full learning path