Polynomial Regression — Roadmap Step & Resources
Fitting curved relationships by adding polynomial feature terms
- Level: intermediate
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Interview questions
- Why does polynomial regression risk overfitting more than plain linear regression?
Study resources
- Polynomial Regression Explained (Video) — A practical explanation of fitting non-linear relationships with polynomial features.
- Polynomial Regression (Article) — The official scikit-learn documentation on polynomial feature expansion.
Part of
- Supervised Learning: Regression — section
- Machine Learning roadmap — the full learning path