Completed
Intro
Class Central Classrooms beta
YouTube playlists curated by Class Central.
Classroom Contents
Building a Robust Data Pipeline with the DAG Stack - dbt, Airflow, and Great Expectations
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Who am I
- 3 Overview
- 4 dbt
- 5 sample code
- 6 dbt run
- 7 What dbt doesnt have
- 8 Apache Airflow
- 9 dbt in Airflow
- 10 Airflow dag file
- 11 What is Great Expectations
- 12 What is Great Expectations Statement
- 13 Typical Great Expectations Workflow
- 14 Automatic Profiling
- 15 Databox
- 16 Great Expectations Operator
- 17 Recap
- 18 Test your data
- 19 Where do we start
- 20 Technical pointers
- 21 Data testing
- 22 Data validation
- 23 Putting it all together
- 24 Airflow dag
- 25 Source data load validation
- 26 Running tests during development
- 27 Test integrity
- 28 Wrap up
- 29 QA
