AI by Hand ✍️ India

Learn complex AI mathematics with colorful workbooks through the Feynman Technique and visual hooks. No intimidating equations, just clear understanding with weekly live workshops.

Students learning AI mathematics

""Having a computer and being able to work it doesn't mean you can effectively apply computation or think computationally"

- Conrad Wolfram

Struggling with Complex AI Mathematics?

You're not alone. Thousands of Indian students and professionals feel overwhelmed by intimidating equations and abstract concepts.

Fear of Complex Equations

Matrix multiplications, backpropagation, and gradient descent seem impossible to understand.

Expensive AI Courses

Premium courses cost ₹50,000+ with no guarantee of understanding the fundamentals.

Limited Quality Resources

Most resources are coding‑based and theoretical—there’s no step‑by‑step workbook to help learners understand the math behind AI.

Learning by doing AI math colorful worksheets

Prof. Tom Yeh’s methodology makes complex AI concepts accessible by inventing his worksheets based on hand-drawn visual memory hooks and techniques rooted in simplicity.

Hand-drawn illustrations of AI math concepts used in teaching

“3 years ago, I made a controversial decision in my AI course: I ditched all Jupyter notebooks for whiteboard writing and drawing by hand… They brought their own paper notebook, followed my whiteboard drawing step by step by hand. That's how they learned in India—paper first, computers later.”

— Prof. Tom Yeh

Play AI by Hand video

🧠 The Feynman Technique

Prof. Yeh uses a variation of the Feynman technique—explaining AI concepts as if teaching a 5-year-old. The goal is mastery through radical clarity and simplicity, not academic jargon.

🎨 Visual Memory Hooks

Workbooks are illustrated with color-coded drawings that activate visual memory. Since the brain stores images more efficiently than text, this method boosts retention and intuitive understanding.

Why Choose AI by Hand India?

Experience the most effective way to learn deep learning mathematics with our unique approach.

Weekly Live Sessions

Interactive workshops every week with real-time Q&A and personalized guidance in IST timezone.

Indian Teacher

Examples and case studies relevant to Indian students with cultural context and familiar scenarios.

Simplified Learning

Complex concepts broken down into digestible, visual steps that build understanding progressively.

AI by Hand Matrix Multiplication Workbook
📢 Latest Update

250+ New Exercises Just on Matrix Multiplication ✍️

Prof. Tom Yeh has designed an entirely new 250+ page set of AI by Hand exercises focused just on Matrix Multiplication! The physical book arrives next month — but if you can’t wait, get the ebook today.

📘 Get the Ebook Now

📬 Contact Us

📩 For Collaborative Initiatives : tom@byhand.ai

⬅️ Back to Top