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Udemy – Apache Airflow The Hands-On Guide 2025-5_Materials.zip
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Why data orchestration
The Core Concepts
The Core Components
Why Airflow
How does Airflow work
Airflow limitations
Practice Quick tour of Airflow CLI
Practice The Rest API
Practice Installing Airflow
Practice Quick tour of Airflow UI
Introduction
The Project! What you will build
Running the new environment
Create the DAG with the dag decorator
Project materials
The new way of authoring DAGs with Taskflow
Fetching stock prices with the PythonOperator
Checking API availability with the Sensor decorator
The best way to load files into data warehouses with Postgres and Astro SDK
Fetching formatted prices from MinIO (AWS S3 like)
Storing stock prices in MinIO (AWS S3 like)
Formatting stock prices with Spark and the DockerOperator
Creating the dashboard to track Apple stock with Metabase
The pipeline in action!
Getting alerts on Slack with the new Notifiers
Set up the new Airflow environment
The best way to create your DAGs
The parameters your DAGs need
DAG scheduling the basics
Backfill and Catchup
The most important rule to follow when creating tasks
Dealing with timezones in Airflow
Conditional Dataset scheduling
Scheduling DAGs based on data with Datasets
Play by scheduling your DAGs
Datasets in action!
Organize your DAGs folder and clean your DAGs
Sharing data between task with XComs
Manage task and DAG failures
Test your tasks and DAGs
Choosing tasks with branching and conditions
Changing execution behaviours with Trigger Rules
The right way of grouping tasks
Templating your tasks
The smart way of storing data with Custom XCOM backends
Using variables to avoid hardcoding values
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