Learning Resources

Explore the learning materials available on Non-Brand Data, from free guides to resources for paid members. Whether you’re learning SQL, Machine Learning, or AI for Data Science, you can find a starting point here.


Free Resources

NBD Focus Map

Not sure where to start? The Focus Map provides learning paths across SQL, Python, Machine Learning, and RAG, with suggested articles and small projects you can follow.

Access: Free


Paid Member Resources

NBD Reading Vault

Explore guided reading paths through the Non-Brand Data archive. Instead of browsing articles individually, you can follow related topics in a recommended order and explore the concepts further.

Access: Paid members

Template Pack Index

Find reusable templates, worksheets, and supporting materials for data analysis, Machine Learning, and AI workflows.

Access: Paid members


Looking for a Complete Course?

You can also explore the SQL and Analytics Course, which covers SQL concepts, metric definitions, analysis validation, and communicating results across 14 modules.

The first module is free, while the complete course is available to paid members.


Want to Know What’s Included?

Check the Subscriber Benefits page to learn more about free, paid, and founding memberships.

I’ll keep this page updated as more notebooks, courses, and learning materials become available.