Choose a reading route
Use a route to reach a concrete completion artifact. All 65 chapter activities remain available as a reference.
First competition
1 → 2 → 3 → 4 → 5 → 6 → 19 → 18
Finish with a baseline, a prediction-time availability record, and the checked 132-row probability file from the constructed season forecast.
Improve a tabular pipeline
7 → 8 → 9 → 12 → 13 → 16 → 17 → 18
Finish with one matched comparison and a decision to keep or reject an addition.
Specialist reference
Start with Chapter 3 and follow only the relevant branch. Finish with a task-specific assessment and one bounded experiment.
- Images: 42 → 43 → 44 → 45 → 46 → 47 → 48 → 22
- Text and language models: 49 → 50 → 40
- Forecasting and financial data: 21 → 51 → 52 → 53 → 41
- Wearable sensors: 23 → 57 → 58
- Optimization and games: 54 → 55 → 56
- Audio: 64
- Recommendations: 65
63: read a winning source through its condition, practice, evidence, action, assessment and limit.