ESC-22WINTER

Plan

week	Main Session (every Thursday 19:00~21:00)	Special Session (Saturday 15:00~17:00)
week 1	Overall introduction(1/06)
week 2	Deep learning 기본 구조 및 원리(1/13)	파이토치 스터디(1)(1/15)
week 3	Deep learning 문제 해결 테크닉(1/20)
week 4	CNN(1/27)	파이토치 스터디(2)(1/29)
week 5	설 연휴
week 6	RNN(2/10)
week 7	GNN(2/17)

파이토치 스터디 자료

모두를 위한 딥러닝 시즌2 Pytorch - https://deeplearningzerotoall.github.io/season2/lec_pytorch.html

정규세션 교재

Goodfellow, I., Bengio, Y., and Courville, A. (2016). Deep Learning. MIT Press.

세션 영상 유튜브 링크

220106 Week1 - Overview - https://www.youtube.com/watch?v=MamN0WQxq9U
220113 Week2 - Deep learning 기본 원리 - https://www.youtube.com/watch?v=gAGVnML-eNc
220120 Week3 - Deep learning Problem Solving Technique- https://www.youtube.com/watch?v=4kSJeAsc0TY
220127 Week4 - CNN - https://www.youtube.com/watch?v=rtcU3CFq600
220210 Week6 - RNN - https://www.youtube.com/watch?v=DAqkNHD0CM0
220217 Week7 - GNN - https://www.youtube.com/watch?v=ty-cvTM6F3c