Which service automates and orchestrates the ML lifecycle?
Why B is the answer
Agent Platform Pipelines
Agent Platform Pipelines automates and orchestrates the ML lifecycle.
In detail
- Agent Platform Pipelines orchestrates the ML lifecycle.
- Pipelines make runs repeatable.
Use case
An illustrative scenario, not a real incident.
A team automates training and deployment with Agent Platform Pipelines.
See it in different ways
stateDiagram-v2 [*] --> BusinessNeed BusinessNeed --> Requirements Requirements --> Design: functional and non-functional Design --> Measure: KPIs and ROI Measure --> [*]
flowchart LR S0["Data"] --> S1["Train"] --> S2["Evaluate"] --> S3["Deploy"]
Key point: Agent Platform Pipelines automates ML.
Why the other options are wrong
- A. Cloud Tasks
- Cloud Tasks queues work.
- C. Cloud Scheduler
- Scheduler starts jobs at set times.
- D. Cloud Build alone
- Build runs builds, and alone does not manage ML steps.