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esc-20summer's Introduction

ESC-20SUMMER

DeepLearning

목요일(1900~2100) 토요일(1500~1700) 발표
1주차 OT 및 딥러닝 세션
Lab01-1(Tensor manipulation 1) ~
Lab06(Softmax Classfication)
데이터 분석 세미나(온라인) 학술부
2주차 Lab07-1(Tips) ~ Lab09-4(Batch Normalization) 6조
3주차 Lab10-0(CNN intro) ~ Lab10-4-2(ImageFolder2) EDA 및 분석프로세스 발표(온라인) 2조
4주차 Lab10-5(Advanced CNN(VGG)) ~ Lab10-7(Next step of CNN) 1조
5주차 Lab11-0(RNN intro) ~ Lab11-3(RNN Long sequence) 파이널발표 및 연사특강(오프라인) 7조
6주차 Lab11-4(RNN timeseries) ~ Lab11-6(RNN PackedSequence) 4조

목요일 딥러닝세션은 각 스터디의 '예습'스터디 입니다. 발표자료는 Pytorchzerotoall, 모두의딥러닝시즌2 - PyTorch를 기반으로 합니다. 부족한 이론이나 수식등을 채우셔서 ipynb 혹은 ppt 파일을 만드셔서 발표하시면 됩니다.

DataAnalysis

사이트 : https://www.bigcontest.or.kr/
설명회 : https://www.youtube.com/channel/UCvhnZbNn3LHC_smgs-7fpRQ/

1조 : 홈쇼핑
2조 : 홈쇼핑
3조 : 홈쇼핑
4조 : 야구
5조 : 야구
6조 : 홈쇼핑
7조 : 야구

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