COGNITIVE_OS
Week 13·Phase 3: Deep Learning Core

Week 13: Optimization & Regularization

3h
Hours/day
2
Resources
3
Objectives
Strategy:Re-implement 1 paper every 2 weeks

Resources

videos

Karpathy Zero to Hero

docs

📖PyTorch Autograd

Code Objectives

01Implement Adam from scratch
02Implement BatchNorm layer
03Implement Dropout

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