Which service helps you build, train and deploy ML models?
Why C is the answer
Amazon SageMaker AI
SageMaker AI covers the ML lifecycle. The others are single-purpose or compliance services.
In detail
- SageMaker AI builds, trains and deploys models.
- It covers the ML lifecycle.
Use case
An illustrative scenario, not a real incident.
A data science team prepares data, trains and deploys a fraud model, all with SageMaker AI.
See it in different ways
flowchart LR A["Collect data"] --> B["Prepare"] B --> C["Train"] C --> D["Evaluate"] D --> E["Deploy"] E --> F["Monitor"] F --> A
stateDiagram-v2 [*] --> Data Data --> Train Train --> Evaluate Evaluate --> Deploy Deploy --> Monitor Monitor --> Data: drift
flowchart LR S0["Prepare data"] --> S1["Train"] --> S2["Evaluate"] --> S3["Deploy"]
Key point: SageMaker AI covers build, train and deploy.
Why the other options are wrong
- A. Amazon Translate
- Translate translates text.
- B. AWS Artifact
- Artifact provides compliance reports.
- D. Amazon Polly
- Polly turns text into speech.