Example Curriculum
Introduction
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Setup and Useful Resources
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[Optional] Apache Spark Introduction
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Implementing Data Pipelines with Apache Airflow
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- Installing Airflow (6:32)
- Defining an Airflow DAG (8:02)
- Errors Handling (3:37)
- Idempotent Tasks (4:53)
- Creating a DAG - Part 1 (4:58)
- Creating a DAG - Part 2 (4:41)
- Handling Failed Tasks (4:08)
- [Exercise] Data Validation (4:30)
- [Exercise] Data Validation - Solution (3:26)
- Spark with Airflow (3:01)
- Using Spark with Airflow - Part 1 (7:38)
- Using Spark with Airflow - Part 2 (5:51)
- Sensors In Airflow (4:45)
- Using File Sensors (4:07)
- Data Ingestion (5:49)
- Reading Data From Postgres - Part 1 (6:02)
- Reading Data from Postgres - Part 2 (5:39)
- [Exercise] Average Customer Review (3:52)
- [Exercise] Average Customer Review - Solution (4:32)
- Advanced DAGs (4:25)
Where To Go From Here?
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