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LLM vs RAG vs Agent Workbook
Foundation AI by hand ✍️
Nov 6
•
Prof. Tom Yeh
38
LinearLayer+LoRA Blueprint: PyTorch, BLAS, CUDA
Frontier Model Math by hand ✍️
Nov 4
•
Prof. Tom Yeh
24
1
[Recording+Solution] GPU by Hand ✍️ Together
Keynote Lecture Sponsored by Together AI
Nov 2
•
Prof. Tom Yeh
21
3
October 2025
DeepSeek OCR Excel Blueprint
Frontier Model Math by hand ✍️
Oct 28
•
Prof. Tom Yeh
19
DeepSeek Attention (DSA) - Excel Blueprint
Frontier Model Math by hand ✍️
Oct 21
•
Prof. Tom Yeh
37
GPU by Hand ✍️ Together
Keynote Lecture Sponsored by Together AI
Oct 20
•
Prof. Tom Yeh
33
3
Linear Regression (New Free Series)
Foundation AI by hand ✍️
Oct 15
•
Prof. Tom Yeh
70
13
Qwen 3
Frontier Model Math by hand ✍️
Oct 14
•
Prof. Tom Yeh
22
AI book I love in October
I’ve been enjoying Lily in a Codebox, a remarkable new book by Lee Frankel-Goldwater and Eric Raanan Fischman. Lee is a leader in generative AI research…
Oct 9
•
Prof. Tom Yeh
23
6
Finished the workbook? Claim your official AI by Hand ✍️ certificate
Over the past year, thousands of you have picked up the AI by Hand ✍️ Deep Learning Math Workbook — and I just want to start by saying “thank you.”
Oct 8
•
Prof. Tom Yeh
11
RMS, Group, Layer, Batch Norm, Tensor Parallelism
Frontier Model Math by hand ✍️
Oct 7
•
Prof. Tom Yeh
8
September 2025
RoPE vs PE in QKV Self-Attention
Frontier Model Math by hand ✍️
Sep 30
•
Prof. Tom Yeh
17
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