I flipped through 300 pages of deep learning math puzzles by hand ✍️ I just received the first proof copy of the "Deep Learning Math Workbook" that combines the 300 puzzles I designed. I believe by solving these puzzles, you will gain strong intuition and skill to understand the 12 foundational math concepts below: 1. Dot Product 2. Matrix Multiplication 3. Linear Layer 4. Activation 5. Artificial Neuron 6. Batch 7. Connection 8. Hidden Layer 9. Deep 10. Wide 11. Softmax 12. Gradient Q: Who is the target audience? A: People who like to develop their math foundation to a point to understand my advanced exercises like Transformer, RNN, LSTM. Q: When will it be released? A: Early 2025 Q: How much? A: As affordable as possible. Mohsena Ashraf, my PhD student, is helping me on this project. She has done so much that she is now credited as a co-author. --- How can you support AI by Hand ✍️? 1. Check out our store: https://by-hand.ai/store 2. Repost ♻️
# Newsletter https://by-hand.ai
need in India as well
oh wow this is exactly what I want as I’m working to improve on the math side right now!
Excellent work Tom! Love the animation book!
This is great
Love it. Can’t wait enough to buy this book when it’s available in 2025. Will be a perfect book to teach complicated topic as transformer self-attention to the HighSchoolers and college kids in such a simple way.
This sounds exciting. Can’t wait to try. I’d be happy to help in making it available in India.
This is incredible Prof. Tom - I think it will become a staple in classrooms and also for all of us trying to master these concepts.
CS Prof | AI by Hand ✍️ | CU Boulder
18h# Github https://github.com/ImagineAILab/ai-by-hand-excel/