slug: amazon-sagemaker
provider: Amazon SageMaker
generated_by: planning/capability-mapping/scripts/classify_capabilities.py
model: claude-opus-5
frame:
- Education
min_confidence: 0.7
capability_model:
  source: https://github.com/vincentmakes/turbo-ea-capabilities
  license: CC-BY-4.0
  attribution: Turbo EA Capabilities by Vincent Verdet — Turbo EA, https://github.com/vincentmakes/turbo-ea-capabilities,
    CC BY 4.0
  notice: NOTICE
edge_count: 4
edges:
- tag: Models
  spec_file: amazon-sagemaker-models-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.9
  evidence: POST /#CreateModel  Amazon SageMaker Create a Model
  reason: Creating and describing machine-learning models is squarely AI/ML model lifecycle management.
- tag: Training Jobs
  spec_file: amazon-sagemaker-training-jobs-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.9
  evidence: POST /#CreateTrainingJob  Amazon SageMaker Create a Training Job
  reason: Model training job orchestration is a core part of the AI/ML model lifecycle (MLOps).
- tag: Endpoints
  spec_file: amazon-sagemaker-endpoints-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.8
  evidence: POST /#CreateEndpoint  Amazon SageMaker Create an Endpoint
  reason: Deployment of ML model inference endpoints on a machine-learning platform — AI/ML model lifecycle
    and MLOps.
- tag: Notebook Instances
  spec_file: amazon-sagemaker-notebook-instances-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: POST /#CreateNotebookInstance  Amazon SageMaker Create a Notebook Instance
  reason: Managed Jupyter notebook instances for data science work on an ML platform; supports AI/ML lifecycle,
    though it is also infrastructure provisioning.