concept:run-manifests
Run Manifests
Run Manifests in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Engineering foundations
Contracts before models
Use contracts before models to move the engineering foundations production brief toward a defensible release.
Engineering foundationsTraining code is product code
Use training code is product code to move the engineering foundations production brief toward a defensible release.
Engineering foundationsContainers and configuration without surprises
Use containers and configuration without surprises to move the engineering foundations production brief toward a defensible release.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.