About
We teach AI the way it should be learned — from the maths up
Math to Machine is an India-first, learn-by-doing platform that teaches Machine Learning, Generative AI and Agentic AI from first principles. Not surface-level shortcuts — the actual mathematics that makes these systems work, built up so an ambitious Class-9 student can follow every step and grow all the way to graduation-level depth.
Why we built it
Most “learn AI” courses are videos you nod along to and forget. You finish feeling like you understood something, but you couldn't rebuild it. We think that's backwards. Real understanding comes from doing: predicting what will happen, building the thing yourself, and explaining it back in your own words. So we built a platform where every single concept works that way.
How every lesson works
Each concept follows the same loop: you predict an answer before the rule is revealed, learn the idea, build something small with your own hands, then explain it back before a quick check you can't skip. Every week ends with a boss check you pass at 80% to mark it mastered. An AI tutor gives hints along the way — never the full answer.
This isn't a hunch. It's decades of learning science: active learning beats passive lectures (Freeman et al., 2014), retrieving an answer from memory cements it better than re-reading — the testing effect (Roediger & Karpicke, 2006), and you remember what you generate yourself — the generation effect (Slamecka & Graf, 1978).
What we cover
78 weeks across six phases: mathematics & programming foundations, classical machine learning, deep learning, generative AI, agentic AI, and a production capstone. Three depth-tuned tracks (Class 9-10, Class 11-12, graduation) teach the same curriculum at the right level for each learner.
- Artificial intelligence
- Machine learning
- Deep learning
- Generative AI
- Agentic AI
- Linear algebra
- Calculus
- Probability and statistics
- Python programming
- Neural networks
- Transformers
Safe by design, India-first
No account is created for a learner under 16 without verifiable parent consent. Under-16 accounts can't message other students; there are no advertisements; and we never sell data. We follow India's Digital Personal Data Protection Act, 2023, and map lessons to CBSE / ICSE chapters so studying for AI reinforces school maths too.
Try it, or get in touch
The first five lessons are free — no card, no commitment. Questions, partnerships, or press: write to support@mathtomachine.com.