Machine Learning · Module 4Module material
Notebooks
Open them in Google Colab. Each answer is checked as you go: correct, wrong with the expected value, or not answered yet.
- ML 4.1 and 4.2 · Distance, and the nearest neighbours' voteLessons 4.1 and 4.2
- ML 4.3 to 4.6 · Validation, cross-validation, search and curvesLessons 4.3 and 4.4 and 4.5 and 4.6
- ML 4.7 and 4.8 · Polynomial features and ridge regressionLessons 4.7 and 4.8
- Lasso and elastic netLessons 4.9
- ML Module 4 project · A model-selection reportThe module project, with checks