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Advanced Data Orchestration with Prefect: Conditional Flows and Dynamic Workflows

Overview

Skills Needed

Take your data orchestration skills to the next level with Prefect. Learn advanced techniques like conditional flows, dynamic workflows, and workflow branching to handle complex data pipelines with ease.

  • Proficiency in Prefect fundamentals
  • Familiarity with data orchestration concepts

Outline

  • Advanced Workflow Orchestration Concepts
  • Conditional Flow Control with Prefect
  • Dynamic Workflow Generation
  • Parameterization and Templating
  • Branching and Parallel Execution
  • Error Handling Strategies for Complex Workflows
  • Triggering and Dependencies Management
  • Workflow Versioning and Rollbacks
  • Customizing Prefect Executors and Runners
  • Real-world Data Orchestration Use Cases

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