C5
Supervised Learning Essentials
4 lessons3 hoursPlannedFree
Outcome
Fit, regularize, and compare linear and logistic models.
Prerequisites
- Python basics.
Lessons
- L01Linear regression · coming soonExercise: Fit a housing price model.
- L02Logistic regression · coming soonExercise: Classify with a decision threshold.
- L03Regularization: L1, L2, elastic net · coming soonExercise: Show the effect on coefficients.
- L04Feature preprocessing and pipelines · coming soonExercise: Build a leakage-free pipeline.