Apache Airflow Fundamentals for Data Pipeline Automation โ€” WalkSelf
โฑ 2 oras 30 min ๐Ÿ“š 25 aralin ๐ŸŽง Audio version

Apache Airflow Fundamentals for Data Pipeline Automation

Learn how to orchestrate, schedule, and monitor robust ETL workflows using Python-based data pipelines.

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Tungkol sa kursong ito

Managing data workflows manually or with simple scripts often leads to broken pipelines and missing insights. Apache Airflow provides a flexible, code-based platform to orchestrate and automate complex data engineering processes with ease. This written course guides you through core Airflow concepts from the ground up, helping you build scalable ETL pipelines with confidence. In this course, you will: - Understand core Airflow concepts, including DAGs, operators, tasks, and execution contexts - Write clear data pipelines using Python code and modern TaskFlow API patterns - Automate data extraction, transformation, and loading across distinct data stores - Configure scheduling triggers, task dependencies, and automatic retries for reliable execution - Implement containerized execution patterns and monitor pipeline execution health - Practice constructing modular, maintainable data workflows through written exercises The material begins with foundational definitions and data engineering terminology before moving into practical DAG design, dependency mapping, and workflow management. This course is built for beginner data engineers, data analysts, and software developers looking to automate data workflowsโ€”only basic Python familiarity is required. Start reading today to bring structure and automation to your data processing pipelines.

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