- 01. Welcome
- 02. What is a Data Pipeline?
- 03. Data Validation
- 04. DAGs and Data Pipelines
- 05. Bikeshare DAG
- 06. Introduction to Apache Airflow
- 07. Demo 1: Airflow DAGs
- 08. Workspace Instructions
- 09. Exercise 1: Airflow DAGs
- 10. Solution 1: Airflow DAGs
- 11. How Airflow Works
- 12. Airflow Runtime Architecture
- 13. Building a Data Pipeline
- 14. Demo 2: Run the Schedules
- 15. Exercise 2: Run the Schedules
- 16. Solution 2: Run the Schedules
- 17. Operators and Tasks
- 18. Demo 3: Task Dependencies
- 19. Exercise 3: Task Dependencies
- 20. Solution: Task Dependencies
- 21. Airflow Hooks
- 22. Demo 4: Connections and Hooks
- 23. Exercise 4: Connections and Hooks
- 24. Solution 4: Connections and Hooks
- 25. Demo 5: Context and Templating
- 26. Exercise 5: Context and Templating
- 27. Solution 5: Context and Templating
- 28. Quiz: Review of Pipeline Components
- 29. Demo: Exercise 6: Building the S3 to Redshift DAG
- 30. Exercise 6: Build the S3 to Redshift DAG
- 31. Solution 6: Build the S3 to Redshift DAG
- 32. Conclusion