Practical guides for Power BI, SQL, and data analytics professionals.

Stop learning Power BI in random order. This 26-week roadmap takes you from zero to job-ready by focusing on 5 essential stages: Foundations , Modeling/Core DAX , Advanced Design , Enterprise Service Skills, and Career Launch. Learn to master the Context Engine, write professional DAX, and build a three-project portfolio that proves your Data Readiness. Don't just follow tutorials—follow a sequence that turns you into an elite analyst at devwithdata.in.

These 10 mistakes cost beginners weeks of debugging. Every one is preventable if you know what to watch for — from the mega-table anti-pattern to the CALCULATE trap that produces silently wrong numbers.

Every slow report, wrong total, and unpredictable slicer traces back to the data model. Star schema isn't a best practice — it's what Power BI's engine is literally built for. Here's how to implement it correctly.

These aren't textbook questions — they're the ones that separate candidates who get hired from those who freeze. Real scenarios, real DAX problems, and the exact reasoning interviewers want to hear.

Stop Googling DAX syntax mid-build. This cheat sheet organizes 50+ functions by purpose — the way working analysts actually think. Includes CALCULATE patterns, time intelligence, and the 3 formulas that solve 80% of business problems.