APIs

The SageMaker Python SDK consists of a variety classes for preparing data, training, inference and general utility:

• Feature Store APIs
  • Feature group
  • Feature definition
  • Inputs
• Training APIs
  • Analytics
  • AutoML
  • Debugger
  • Estimators
  • Algorithm Estimator
  • HyperparameterTuner
  • Parameters
  • Processing
• Distributed Training APIs
  • The SageMaker Distributed Data Parallel Library
  • The SageMaker Distributed Model Parallel Library
• Inference APIs
  • Async Inference
  • Deserializers
  • Model
  • Model Monitor
  • MultiDataModel
  • PipelineModel
  • AsyncPredictor
  • Predictors
  • Serializers
  • Serverless Inference
  • Transformer
• Utility APIs
  • Environment Variables
  • Hyperparameters
  • Image URIs
  • Inputs
  • Instance Group
  • Lambda Utilities
  • Model URIs
  • Network Configuration
  • S3 Utilities
  • Script URIs
  • Session