STOP using the full Azure stack.

It's a waste of time (and focus).

When I started learning data engineering, I thought I needed everything Azure had to offer: Data Factory, Synapse, Databricks… the full stack. But after completing multiple end-to-end projects, I discovered something surprising: you don’t always need the full Azure stack.

Sometimes, simpler is better.

That’s why in my latest tutorial, I’m showing you how to build an entire end-to-end pipeline entirely within Databricks – no Data Factory, no Synapse.

Here’s what you’ll learn:

  1. Create and execute Databricks notebooks to transform data efficiently.

  2. Orchestrate workflows directly inside Databricks – no external tools needed.

  3. Simplify your pipeline design without losing functionality.

By focusing on Databricks, you’ll save time, reduce costs, and cut out unnecessary complexity.

Watch the tutorial now:

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PS: Share your progress on LinkedIn, tag me, and I’ll repost your work to help inspire others in our community.

Luke

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