Learning Series | Build Three Portfolio-Ready Analytics Projects with Databricks Free Edition

Om_Jha — Thu, 19 Feb 2026 13:42:22 GMT

Looking for real analytics projects that you can share publicly, talk about in interviews, or add to your resume or portfolio, all completely free, with no credit card required?

If you’ve been meaning to “actually build something” with Databricks, this tutorial gives you three concrete projects you can finish in a single afternoon using Databricks Free Edition. You’ll work with real datasets, AI/BI dashboards, SQL, Python, and AI functions to create artifacts you can screenshot, share, and confidently walk through in an interview or performance review.

What you’ll do

Turn a simulated cookie bakery into a full analytics story: Explore the built-in Bakehouse sample data, build an AI/BI dashboard, and use AI_Query() to classify customer reviews and even generate auto-replies.
Forecast rent using public housing data: Import open government rental datasets, visualize trends over time, and apply AI_Forecast() to generate time-series predictions directly from your dashboard.
Hunt for movie shoots with NYC film permits: Ingest an open CSV (or pull it programmatically via a notebook), model the data, and build maps and trends to find filming hotspots across New York City.

Along the way, Databricks Assistant is there to help debug code, write SQL, and explain concepts so you can keep moving even if you’re new to the platform.

Why this is perfect for learners

100% free: Databricks Free Edition requires no credit card or phone number and is purpose-built for personal learning and experimentation (not production).
Concrete outputs: Each project ends with a real dashboard and queries you can reuse, iterate on, or adapt to your own datasets.
Next steps included: The blog links to free self-paced AI/BI training, deeper author courses, and additional demos if you want to continue building.

Ready to start?

Sign up your Databricks Free Edition or open the “3 Free Databricks Analytics Projects You Can Do In An Afternoon”, and start turning sample data into dashboards and insights you can proudly add to your portfolio.

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Learning Series | Build Three Portfolio-Ready Analytics Projects with Databricks Free Edition