Lakenaut: Databricks, written down — and kept true against the documentation.
174 concepts, 8 learning paths and 5 certification roadmaps, checked again when the official documentation changes. Free to read, no account.
What are you here to do?
Prepare a certificationEvery domain of the official exam guide, mapped to the pages that teach it.
- Data Analyst Associate
- Data Engineer Associate
- Data Engineer Professional
- Generative AI Engineer Associate
- Machine Learning Associate
Learn an areaA path through one part of the platform, in the order it makes sense.
- SQL & Python Foundations
- Lakehouse Foundations
- Data Engineering
- Governance & Security
- Platform & Administration
Keep up with changesThis week: 27 changes, 5 asking for action.
- BreakingDeepSeek V4 Flash (0731) retired; DeepSeek V4.1 Flash (1017) is the replacement
- Action requiredGenie One MCP Beta endpoint (/api/2.0/mcp/genie) ends on 2026-11-30
- Action requiredZhipu AI GLM 5.2 deprecated, retirement set for February 4, 2027
- Action requiredDeepSeek V4 Flash (0731) will be retired on 5 November 2026
The platform right now
What is in preview, what changed name, what is ending.
Connect an assistant
Lakenaut is also an MCP server. No key, no OAuth: paste the address and your assistant answers from the pages here, with the link to each one.
https://lakenaut.dev/api/v1/mcp