I created my own Databricks workspace via Azure Portal. The benefit of using it via cloud provider is almost all feature s are available compared to the free version in my observation. I am right now exploring Lakebase. I would suggest go with a single node cluster to begin with via the compute option in the left pane menu. For me, creating unity catalog meta-store took some time as I had to be the admin first to create meta-store, then attaching it to the workspace where I am operating from. But once that's done, you can simply upload a file to the volumes in UC and start exploring it via Notebook. 

Hi @Shaily_DBA,

If you're new to Databricks and want to start from scratch, I'd recommend beginning with Databricks Free Edition. It’s free to use, designed for learners and aspiring data/AI professionals, and gives you a hands-on environment to start practising while you learn.

From there, the best next step depends on whether you have partner or customer access...

If you're a customer, start with the Databricks Training & Certification hub. It includes free on-demand training, beginner-friendly fundamentals content, and role-based learning paths across data engineering, analytics, machine learning, and GenAI.

If you're a partner, start with Partner Technical Enablement. Databricks notes that partners receive complimentary access to the training program, including self-paced offerings through Partner Academy.

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