Programming tutorials
Choose a subject and follow its lessons.
Retrieval-Based AI Tutorial
Build permission-aware document answers with versioned chunks, measured retrieval, grounded responses and safe index updates.
Retrieval-Based AI: Projects
A checked project for the Retrieval-Based AI curriculum.
Data Visualization Tutorial
Design auditable charts from explicit populations, stable scales, visible uncertainty and accessible representations.
Data Visualization: Projects
A checked project for the Data Visualization curriculum.
Time Series Tutorial
Forecast ordered data with explicit calendars, causal features, baselines, rolling evaluation and release checks.
Time Series: Projects
A checked project for the Time Series curriculum.
Recommendation Systems Tutorial
Design a guarded recommendation feed with explicit exposure data, candidate coverage, sparse-user fallbacks and temporal evaluation.
Recommendation Systems: Projects
A checked project for the Recommendation Systems curriculum.
Causal Inference Tutorial
Define causal effects, defend comparison designs and test the assumptions behind intervention decisions.
Causal Inference: Projects
A checked project for the Causal Inference curriculum.
Computer Vision Tutorial
Build image systems with explicit labels, reversible geometry, grouped evaluation and threshold-specific failure review.
Computer Vision: Projects
A checked project for the Computer Vision curriculum.