Capstone: Reproducible AI-Ready Data Notebook
Prepare and defend one bounded synthetic dataset pathway.
Executable courseUse the text pages for explanation and the browser notebook for practice. Work stays in this browser unless you download it.
Module sequence
- Choose a Supplied PathwayUnit 1 · 25-35 minutes
- Inspect Data and Define Acceptance RulesUnit 2 · 35-50 minutes
- Plan the Transformation Before CodingUnit 3 · 25-35 minutes
- Build Reusable Cleaning FunctionsUnit 4 · 50-70 minutes
- Validate ResultsUnit 5 · 45-60 minutes
- Summarise and Communicate Without OverstatementUnit 6 · 35-50 minutes
- Reproducibility PassUnit 7 · 30-45 minutes
- Responsible-Use ReviewUnit 8 · 25-35 minutes
- Submission Package and ReflectionUnit 9 · 35-50 minutes