Releases: kengio/databricks-certification-study-guide
Releases · kengio/databricks-certification-study-guide
v1.0.0 — Initial public release
What's in the box
First tagged release of the open-sourced Databricks Certification Study Guide. Covers six Databricks certifications, each refreshed to the latest official exam blueprint (Oct 2025 – Mar 2026).
Certifications covered
| Certification | Blueprint date | Domains |
|---|---|---|
| Data Engineer Associate | May 2026 refresh | 6 |
| Data Engineer Professional | Nov 30, 2025 | 10 |
| Data Analyst Associate | Oct 2025 | 9 |
| ML Associate | Mar 1, 2025 | 4 |
| ML Professional | Sep 2025 | 3 |
| GenAI Engineer Associate | Mar 2026 | 6 |
Content
- 183 topic content files structured 1:1 with each official domain
- 573 mock-exam questions across 12 full mock exams (2 per cert), with answer keys + per-question debrief tables mapping every question to a topic file + cheat sheet
- 36 practice-question files for spaced repetition between mocks
- 6 hands-on labs in
labs/(medallion ingestion, Unity Catalog setup, Lakeflow Declarative Pipelines, MLflow tracking, Mosaic AI RAG) - 6 cert-specific final-review files — 20-minute exam-morning cram scans
- 16 fundamentals + 13 cheat sheets + 16 interview-prep files in
shared/
Engineering hygiene
- CI: markdownlint + lychee internal-link integrity on every PR
- Branch protection on
main: linear history, squash-merge only, force-push and deletion blocked - 4-round PR review process documented in
CONTRIBUTING.md - MIT License,
CODE_OF_CONDUCT.md(Contributor Covenant 2.1),CONTRIBUTORS.md, PR + issue templates
Currency
Every cert tracks its current Databricks exam-guide PDF and cites the version date in the cert README. A documented currency policy in CLAUDE.md codifies the refresh workflow for future blueprint updates.
Get started
- Browse the top-level README for the certification overview
- Pick a cert:
certifications/<cert>/README.md - Or start with a learning path
Contributing
See CONTRIBUTING.md. Open-source contributions welcome — every merged PR earns an entry in CONTRIBUTORS.md.
Full changelog: see CHANGELOG.md for per-PR notes since the open-source release.