The data career platform
Don't just learn data.
Do the job.
Most platforms teach you syntax. SelectFromData puts you in the role: a stakeholder briefs you, the data is messy, the deadline is real. You write live SQL and get graded on the business outcome — analyst to architect.
No card · the SQL Fundamentals course and your entire first client — the full Atlas Industrial account — are free.
0
business cases you actually deliver
0
courses across the full data stack
0
interactive lessons with runnable code
0
competencies scored, not just code
How it works
A consulting career, simulated.
You join a firm and work for recurring clients — a bank, a manufacturer, an energy utility, a care network. Each engagement is a real scenario with messy data and stakeholders who push back.
Stakeholders brief you
A real colleague emails you the problem, with the data caveats and the deadline. Reading the brief is the first skill.
Judged on the outcome
Write live SQL against an in-browser database. You’re checked on the business answer and how you’d explain it — not a guess.
Earn your rank
Deliver clean, well-reasoned work to climb from Junior to Principal — and unlock harder engagements as you prove yourself.
The whole data stack.
Three tracks that follow a real career arc — analyst to engineer to architect.
Featured courses
Why SelectFromData
Built from real delivery, not slides.
Every case and lesson comes from a practising data consultant — the messy snapshots, the currency mismatches, the stakeholder who changes the ask at 4pm. The point isn't to pass a quiz. It's to be ready for the job.
Real work, not toy data
Scenarios drawn from genuine enterprise engagements — deliberately messy, the way production data actually is.
Practise, don’t just watch
Runnable SQL in every relevant lesson, an in-browser database, and cases you complete end to end.
Graded like a consultant
Four competencies — technical, insight, communication, and judgement — so you know what to sharpen.
Your first engagement is waiting.
Deliver a real analysis in the next 30 minutes — free, in your browser. No card, no setup.
Start free