BI fundamentals & data literacy
What business intelligence is, how data flows from source to dashboard, and the vocabulary you need to communicate with data teams.
SQL for BI
The SQL every BI analyst uses daily: aggregations, joins, window functions, and writing queries that answer real business questions.
Data modeling for BI
Star schema, snowflake schema, slowly changing dimensions, and designing data models that make dashboards fast and intuitive.
Power BI fundamentals
Power BI Desktop, Power Query, data modeling, and building your first interactive report.
DAX mastery
The formula language that powers Power BI analytics. From basic measures to time intelligence to advanced patterns.
Tableau fundamentals
Tableau Desktop, calculated fields, LOD expressions, and building dashboards that reveal insights visually.
Dashboard design principles
Making dashboards that actually get used: layout, hierarchy, color, interactivity, and designing for your audience.
Analytics engineering & dbt
dbt for BI analysts: building and testing the transformation layer that feeds your dashboards.
Advanced Power BI & enterprise BI
Row-level security, incremental refresh, Power BI Premium, paginated reports, and operating BI at enterprise scale.
Embedded analytics & data products
Embedding Power BI or Tableau in applications, building data products, and taking BI beyond dashboards.
Data governance for BI
Data catalog, data quality, governance policies, and building BI infrastructure that business users can trust.
Capstone — end-to-end BI solution
From raw data source to production dashboard with full governance. The portfolio project that shows senior BI analyst capability.
Trek complete. What's next?
You've walked the full roadmap. Now ship the capstone, write about it, and share the path with the next engineer who needs it.