BI Developer Toolkit
Everything you need to build, debug, ship, operate and grow as a BI professional. Before you search the web, search here.
Reference
“How does this actually work?”
DAX, Power Query and SQL field guides, Fabric architecture, an error decoder, trusted sources and a change radar.
8 guides →Tools
“What should I use to do this?”
The professional toolbelt, automation samples for the REST APIs, and shipping Power BI like software with PBIP, Git and CI/CD.
3 guides →Patterns & Playbooks
“What's the professional way to solve this?”
Troubleshooting trees, the performance clinic, a production runbook, modeling patterns, decisions, security, governance and checklists.
11 guides →Datasets & Labs
“What can I practise on?”
Learning datasets, messy scenario files and an enterprise-scale generator, with what each one is built to teach.
1 guide →Templates
“What would I actually produce at work?”
Requirements, KPI definitions, data dictionaries, ADRs, RLS matrices, runbooks, postmortems and more, ready to download.
1 guide →Career & Certification
“What should I learn next?”
Roles and what changes with seniority, your first 30 days, a senior handbook, interview answers, certification navigation and a short bookshelf.
6 guides →Library
“Where is the thing I need to look up?”
The glossary, printable cheat sheets, a curated catalog of external resources, the practice datasets, the starter Power BI project and study tools.
Glossary · cheat sheets · datasets · external catalog →Every page here is checked against its sources and carries the date it was last checked. Official Microsoft documentation is linked wherever it is the authority; specialist and community sources are labelled as such.