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Coursera

Automate Data Workflows with Airflow Excellence

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Overview

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Transform your data engineering capabilities with production-ready Apache Airflow workflows that eliminate manual intervention and ensure bulletproof reliability. This course empowers data engineers to move beyond simple task scheduling to architecting resilient, maintainable, and configurable automated pipelines that handle real-world complexities. You'll master the art of defining logical task dependencies, implementing automated retry mechanisms for transient failures, configuring Service Level Agreements with proactive alerting, and designing parameterized workflows that adapt to different scenarios. By course completion, you'll confidently create robust DAGs that integrate monitoring systems like Slack, handle edge cases gracefully, and scale from development to production environments. This course is unique because it focuses on production-grade practices from day one, teaching you to build workflows that data teams actually trust to run unsupervised. You'll work with real-world scenarios involving sales data processing, automated monitoring, and enterprise-level reliability requirements. To be successful in this course, you should have basic Python knowledge and familiarity with data processing concepts.

Syllabus

  • Module 1: Workflow Design Principles - Foundation
    • Learners will understand the foundational concepts and design principles for creating robust data workflows with Apache Airflow.Module Learning Objective: Apply robust design principles to author automated data workflows.Apply robust design principles to author automated data workflows.
  • Module 2: Production Implementation - Core Application & Assessment
    • Learners will implement production-grade Airflow workflows with retry mechanisms, SLA monitoring, and parameterization for enterprise-ready data pipeline resilience.

Taught by

Hurix Digital

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