concept:golden-inference
Golden Inference
Golden Inference in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Engineering foundations
Containers and configuration without surprises
A container is reproducible only when its image, inputs, configuration, and outputs all have explicit identities.
Engineering foundationsObservable, idempotent, failure-safe workflows
A safe workflow makes commitment atomic and repetition uneventful.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.