concept:semantic-contracts
Semantic Contracts
Semantic Contracts in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Data & feature foundations
Data contracts, ownership, and lineage
Use data contracts, ownership, and lineage to move the data & features production brief toward a defensible release.
Data & feature foundationsPoint-in-time-correct features
Use point-in-time-correct features to move the data & features production brief toward a defensible release.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.