Programming tutorials
Choose a subject and follow its lessons.
Streaming Analytics Tutorial
Process event streams with versioned contracts, event-time windows, late corrections, replay-safe sinks and batch parity.
Streaming Analytics: Projects
A checked project for the Streaming Analytics curriculum.
Graph Machine Learning Tutorial
Model typed relationships with historical graph snapshots, honest link tests, sparse-node evaluation and consistent serving.
Graph Machine Learning: Projects
A checked project for the Graph Machine Learning curriculum.
Anomaly Detection Tutorial
Build contextual detectors with incident labels, alert budgets, delayed-outcome backtests and an explainable triage queue.
Anomaly Detection: Projects
A checked project for the Anomaly Detection curriculum.
Online Experimentation Tutorial
Ship measured changes with stable assignment, faithful exposure telemetry, integrity checks and predeclared release gates.
Online Experimentation: Projects
A checked project for the Online Experimentation curriculum.
Feature Stores Tutorial
Build versioned feature definitions, point-in-time historical retrieval and online serving with measurable parity.
Feature Stores: Projects
A checked project for the Feature Stores curriculum.
Multimodal AI Tutorial
Connect image and text evidence with validated pairs, compatible representations, missing-channel fallbacks and traceable evaluation.
Multimodal AI: Projects
A checked project for the Multimodal AI curriculum.