Version Control
Version control is essential in MLOps and DataOps to track changes and ensure consistency across all components. By...
MLOps and DataOps Automation
AWS StepFunctions
AWS Step Functions is a serverless orchestration service that lets you coordinate multiple AWS services into serverless workflows so you can build and update apps quickly. It provides a visual interface to arrange and visualize the components of your application as a series of steps.
Features
- Workflow Automation: Coordinates AWS services and APIs.
- Visual Interface: Easy to design and monitor workflows.
- Scalability: Automatically scales with workload.
- Error Handling: Built-in error catching and retry mechanisms.
Benefits
- Efficiency: Automates complex workflows.
- Simplicity: Reduces the need for custom code.
- Reliability: Ensures workflows run correctly.
- Flexibility: Supports a wide range of use cases.
Use Cases
- Microservices orchestration.
- Data processing pipelines.
- IT automation.
- Building serverless applications.
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