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It's Your Data, Master It.
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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