intermediateData Science & AI
Data Engineering with Airflow & dbt
Pipelines that are idempotent, testable and on time
Data Engineering with Airflow & dbt: Pipelines that are idempotent, testable and on time.
What you'll be able to do
- Model a warehouse layer
- Write idempotent DAGs
- Test data, not just code
Curriculum
Getting started
How this course workspreview
Setting up your environmentpreview13m
Starter repo & setup checklist
Core concepts
The mental model19m
Working through the happy path16m
What breaks in production (and why)
Tradeoffs and alternatives14m
Interactive walkthrough
Applied practice
Building the reference implementation27m
Guided exercise: build it yourself
Cheat sheet, templates & further reading
Build & assess
Knowledge check
Data Engineering with Airflow & dbt: final assignment
Where to go next
Reviews
Meghna Sarkar★★★
Airflow content is excellent. dbt gets one module and needs three.