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It's Your Data, Master It.
Real-time Workflow Automation with Apache Airflow
Overview
Skills Needed
This course focuses on leveraging Apache Airflow for real-time workflow automation tasks. Participants will learn to design, deploy, and manage real-time data pipelines using Airflow features.
Familiarity with Apache Airflow basics
Understanding of real-time data processing
Outline
Introduction to Real-time Workflow Automation
Setting up Apache Airflow for Real-time Data Pipelines
Streaming Data Ingestion and Processing
Real-time Workflow Orchestration
Dynamic DAG Generation for Real-time Events
Monitoring and Alerting in Real-time Workflows
Handling Late-arriving Data
Fault Tolerance and High Availability
Performance Optimization for Real-time Processing
Case Studies and Best Practices
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