Scikit-Learn Course
Master machine learning with scikit-learn through structured exercises. Complete all three phases to become proficient.
Phase 1: Basics
Core ML Workflow
Learn the fundamental scikit-learn workflow: loading datasets, train/test split, fit/predict pattern, and basic evaluation.
Progress0%
Phase 2: Intermediate
Preprocessing & Pipelines
Master cross-validation, preprocessing, pipelines, advanced metrics, and hyperparameter tuning.
Progress0%
Phase 3: Advanced
Advanced Techniques
Explore SVMs, ensemble methods, dimensionality reduction, clustering, and complete ML pipelines.
Progress0%