Feature Scaling — Study Resources & PYQs
Feature scaling using normalization and standardization
- Estimated study time: 105 minutes
Study resources
- Compare the effect of different scalers (Article) — The official scikit-learn documentation comparing standardization and normalization.
- Feature Scaling Explained (Video) — A practical explanation of when to standardize vs normalize features.
- CampusX Feature Engineering (Normalization/Standardization) — YouTube (Video) — CampusX Feature Engineering (Normalization/Standardization) — YouTube — selected for the syllabus topic Feature Scaling.
- Krish Naik - Feature Engineering: Normalization And Standardization (Day 5) — GitHub notes reference (Video) — Krish Naik - Feature Engineering: Normalization And Standardization (Day 5) — GitHub notes reference — selected for the syllabus topic Feature Scaling.
Taught in these subjects
- AI & ML — CST-3706 · Government College of Engineering and Technology, Jammu