Learn analytics by doing the work
Your background doesn’t decide your future in data.
I moved from the chemical industry to product analytics, then ML. Now I help others build practical skills and find their next step.
IIT BHU graduateMachine Learning Engineer 4 at Adobe
A practical learning path
- Video lessons & notes
- SQL practice in your browser
- Cases & guesstimates
- Weekend live classes (planned)
Learn the skills. Practise explaining your thinking.
Everything below is free and works without an account.
SQL questions
Write queries, run them, and review your results.
Case studies
Structure answers as you would in an interview.
Guesstimates
Make assumptions and estimate step by step.
Video lessons
Learn core concepts and follow a clear learning path.
From chemical industry to Adobe.
IIT BHU graduate. Product analytics. Machine Learning Engineer 4. Watch how my own career changed direction.
Video coming soon