Github Repo for 4 modules in the Data Engineering Professional Certification

benign_user — Sun, 11 May 2025 06:01:45 GMT

Hello everyone,

Do you know where the github repo for the new 4 modules in the Data Engineering Professional Certification is?

1. Databricks Streaming and Delta Live Tables

2. Databricks Data Privacy

3. Databricks Performance Optimization

4. Automated Deployment with Databricks Asset Bundles

Re: Github Repo for 4 modules in the Data Engineering Professional Certification

WiliamRosa — Tue, 12 May 2026 21:39:13 GMT

Hi @benign_user,

I noticed this question was never answered, so I did some digging

It doesn’t seem like Databricks provides a single public GitHub repository containing the exact labs for all of these newer Data Engineer Professional modules.

That said, I found some official public resources that cover parts of the content:

For Streaming / Delta Live Tables (now Lakeflow Declarative Pipelines), there is an official Databricks repo with example notebooks:
https://github.com/databricks/delta-live-tables-notebooks

For Automated Deployment with Databricks Asset Bundles, Databricks has an official examples repository here:
https://github.com/databricks/bundle-examples

For Performance Optimization and Data Privacy, I couldn’t find certification-specific public GitHub labs. Most of that content seems to be covered through official documentation and Databricks Academy materials instead (Unity Catalog governance, masking/security concepts, Delta optimization, query tuning, etc.).

So my impression is that some of these newer certification materials are Academy-exclusive rather than fully mirrored in public GitHub repositories.

topic Re: Github Repo for 4 modules in the Data Engineering Professional Certification in Certifications

Github Repo for 4 modules in the Data Engineering Professional Certification

Re: Github Repo for 4 modules in the Data Engineering Professional Certification