COGNITIVE_OS
Week 11·Phase 3: Deep Learning Core

Week 11: Perceptrons & Backprop

2h
Hours/day
3
Resources
3
Objectives
Strategy:Pure NumPy before PyTorch

Resources

videos

Karpathy makemore3Blue1Brown Neural Nets

courses

🎓fast.ai Part 1 (Lesson 1-2)

Code Objectives

01Implement 2-layer net in NumPy
02Manual Backprop derivation
03Implement SGD from scratch

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