Capstone: Algorithm Portfolio and Selection Memo
This module helps learners produce an honest algorithm portfolio instead of a single leaderboard.
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-10/notebooks/module-10-algorithm-notebook.ipynb locally. The downloadable pack remains the fallback if browser storage, network, or device limits interrupt the lab.
Module sequence
- Confirm problem, data, split, and baselineUnit 1 · 25-40 minutes
- Build a candidate portfolioUnit 2 · 25-40 minutes
- Tune bounded candidatesUnit 3 · 25-40 minutes
- Compare performance, complexity, calibration, and stabilityUnit 4 · 25-40 minutes
- Inspect errors and important featuresUnit 5 · 25-40 minutes
- Select, reject, or stopUnit 6 · 25-40 minutes
- Write the algorithm choice memoUnit 7 · 25-40 minutes
- Reproducibility and handoffUnit 8 · 25-40 minutes
- Activity: Create the algorithm portfolio and selection memoPractice activity · 45-75 minutes
- Module 10 Assessment: Capstone: Algorithm Portfolio and Selection Memo CheckModule check · 30-45 minutes