Data Orchestration with Prefect

Table of contents

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  • Defining Flows in Prefect

  • Creating and Managing Tasks

  • Managing Data Inputs and Outputs

  • Data Serialization Techniques

  • Error Handling Strategies

  • Logging in Prefect

  • Scheduling Flows with Prefect

  • Integrating with External Schedulers

  • Using Prefect UI

  • Alerts and Notifications

  • Unit Testing in Prefect

  • Validating Data in Workflows

  • ETL Workflows with Prefect

  • Data Quality Monitoring

  • Using Prefect's Dynamic Task Mapping

  • Best Practices in Prefect Workflows

Overview of Prefect