ML Camp
1.Introduction to ML
Introduction to ML
2023๋
8์ 11์ผ
2.Neural Network Basics
Neural Network Basics
2023๋
8์ 15์ผ
3.Deep Learning Overview
Introduction to Deep Learning Why Deep Networks? Limitation of Backpropagation algorithm Vanishing Gradient Problem Local minima, Saddle point, Plateau
โก๏ธ ์ฌ๋ฌ operation ๊ฐ๋ฅโก๏ธ position invariantํ ๊ฐ์ ์ถ์ถํ๋ ์ญํ โก๏ธ Reduces computation and parameters ( weights )โก๏ธ Receptive field ( local feature๊ฐ ์ปค๋ฒํ๋ ์์ญ ) ํฌ๊ธฐ๊ฐ
2023๋
8์ 16์ผ