Build an AI Model ETL Pipeline

Skip the Airflow setup pain—this is the beginner-friendly guide that actually works.

Author

Luke J Byrne
May 01, 2025

Stop Getting Lost in Apache Airflow Tutorials

Airflow is everywhere in data engineering.
But the setup? Absolute nightmare.

  • Broken documentation

  • Endless Docker errors

  • AI tools can't even help you fix it

Trust me, I've been there.

That's why I just created a video breaking down how to get Airflow up and running fast:

  • Build your first real ETL pipeline

  • Pull real AI data from Hugging Face’s API

  • Clean it with Python

  • Load it into PostgreSQL (with pgAdmin)

  • Docker setup in plain English (finally)

But here's the big picture:

Learning Airflow properly = mastering the fundamentals of data engineering
(No more chasing certifications and useless tutorials.)

Want out of tutorial hell?

→ Watch the full tutorial: https://youtu.be/np9sxN7Qtp4

Or skip setup entirely and learn Airflow faster:

👉 Try DataCamp’s structured Apache Airflow course:
https://datacamp.pxf.io/e1aJNj

Luke

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