Github Repo for 4 modules in the Data Engineering Professional Certification

[benign_user]

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

[WiliamRosa]

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.