SageMaker Pipelines Overview
An Amazon SageMaker Model Building Pipelines pipeline is a series of interconnected steps that are defined using the Pipelines
SDK

The following topics describe fundamental SageMaker Pipelines concepts. For a tutorial describing the implementation of these concepts, see Create and Manage SageMaker Pipelines.
Topics
- Pipeline Structure and Execution
- IAM Access Management
- Cross-Account Support for SageMaker Pipelines
- Pipeline Parameters
- Pipeline Steps
- Lift-and-shift Python code with the @step decorator
- Pass Data Between Steps
- Caching Pipeline Steps
- Retry Policy for Pipeline Steps
- Selective execution of pipeline steps
- Baseline calculation, drift detection and lifecycle with ClarifyCheck and QualityCheck steps in Amazon SageMaker Model Building Pipelines
- Schedule Pipeline Runs
- Amazon SageMaker Experiments Integration
- Local Mode
- Troubleshooting Amazon SageMaker Model Building Pipelines