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Monitoring and Alerting for Data Pipelines with Prefect: Observability and Troubleshooting

Overview

Skills Needed

Ensure reliability and performance for your data pipelines with monitoring and alerting features in Prefect. Learn how to track pipeline execution, troubleshoot issues, and implement proactive alerting with ease.

  • Proficiency in Prefect fundamentals
  • Familiarity with monitoring concepts

Outline

  • Introduction to Pipeline Monitoring
  • Observability and Logging in Prefect
  • Tracking Task Execution and Dependencies
  • Pipeline Metrics and Performance Monitoring
  • Error Handling and Failure Analysis
  • Implementing Proactive Alerting Strategies
  • Customizing Dashboards and Reports
  • Integration with Monitoring Tools and Platforms
  • Troubleshooting Common Pipeline Issues
  • Best Practices for Pipeline Monitoring with Prefect

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