Special Problem Settings
This module helps learners recognize important model settings without turning them into full specialist courses.
Browser lab plus download fallbackRead the lessons, open the module notebook in the browser lab when available, and keep the downloadable pack for a local copy. Write the algorithm decision evidence before chasing scores.
Notebook options
Use the browser lab for quick practice, or extract the ZIP and open modules/module-09/notebooks/module-09-algorithm-notebook.ipynb locally. The downloadable pack remains the fallback if browser storage, network, or device limits interrupt the lab.
Module sequence
- Multiclass and multilabel classificationUnit 1 · 25-40 minutes
- Multioutput regressionUnit 2 · 25-40 minutes
- Imbalanced data beyond simple class weightsUnit 3 · 25-40 minutes
- Anomaly and novelty detectionUnit 4 · 25-40 minutes
- Semi-supervised learningUnit 5 · 25-40 minutes
- When a specialist course is neededUnit 6 · 25-40 minutes
- Project step: choose or reject a special-setting methodUnit 7 · 25-40 minutes
- Activity: Choose or reject a special-setting methodPractice activity · 45-75 minutes
- Module 9 Assessment: Special Problem Settings CheckModule check · 30-45 minutes