Machine Learning Advanced
Interactive-first machine learning with scikit-learn: 306+ graded drills, 33 playgrounds, 33 lessons.
Who it's for
Learners who completed ML Intermediate and want deployment-ready ML literacy.
What you'll learn
- Avoid data leakage and design train/serve workflows
- Train MLP neural nets and unsupervised models (KMeans, IsolationForest)
- Monitor models, run A/B comparisons, and document model cards
- Complete production-style capstones and portfolio review
Course contents
- 01Leakage & persistence
- 02Ethics & fairness
- 03Neural nets & clustering
- 04Time splits & monitoring
- 05Explainability
- 06Production capstones