concept:availability-time
Availability Time
Availability Time in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Data & feature foundations
Point-in-time-correct features
Use point-in-time-correct features to move the data & features production brief toward a defensible release.
Data & feature foundationsFeature transformations that survive production
Use feature transformations that survive production to move the data & features production brief toward a defensible release.
Data & feature foundationsBatch, stream, and training-serving parity
Use batch, stream, and training-serving parity to move the data & features production brief toward a defensible release.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.