Capstone and Bridge to Modern AI
Learners can complete one end-to-end supervised learning study and present conclusions without overstating certainty.
Executable courseRead the lesson pages, run the browser practice notebook, and keep the downloadable fallback pack if you want a local copy.
Module sequence
- Choose or confirm the capstone questionUnit 1 · 20-35 minutes
- Data card, problem brief, and baseline planUnit 2 · 20-35 minutes
- Split strategy and leakage reviewUnit 3 · 20-35 minutes
- Preprocessing-and-model pipelineUnit 4 · 20-35 minutes
- Metrics and threshold decisionUnit 5 · 20-35 minutes
- Model-family comparisonUnit 6 · 20-35 minutes
- Error analysis and responsible-use checksUnit 7 · 20-35 minutes
- Final notebook rerun and reproducibility passUnit 8 · 20-35 minutes
- Presenting conclusions without overstating certaintyUnit 9 · 20-35 minutes
- Bridge to neural networks, embeddings, and generative AIUnit 10 · 20-35 minutes
- Activity: Complete the ML Foundations CapstonePractice activity · 45-75 minutes
- Module 10 Assessment: Capstone Submission CheckModule check · 35-50 minutes