주차 | 주제 | 성능 | 대회링크 | Etc |
---|---|---|---|---|
1-2주차 | 병원개폐업분류예측 | 0.84 | dacon_link | |
3-4주차 | 대출상점총매출예측 | 2298229.29796 | dacon_link | |
5주차 | 아파트경매가격예측 | 70926123.07018 | dacon_link | |
6주차-1 | 신용카드거래데이터시각화 | dacon_link | ||
6주차-2 | KCB금융스타일시각화/부동산과대출상관관계 | dacon_link | 4등코드분석 | |
7주차 | 퇴근시간버스승차인원예측 | dacon_link | 데이터분석및시각화 1등코드분석 |
|
8주차 | 반도체박막두께예측 | dacon_link | 1등코드분석(MLP) | |
10주차 | 컴퓨터비전학습 | dacon_link | 코드분석(CNN) | |
11주차 | 소설작가분류 | dacon_link | 데이터전처리(NLP) | |
12주차-2 | Natural Language Processing with Disaster Tweets | kaggle_link | 데이터전처리및모델학습(NLP&RNN) | |
12주차-2 | Tabular Playground Series - Mar 2021 | kaggle_link | 앙상블학습(Stacking) | |
3.30 | sejong ai 챌린지-문제1(패션 MNIST) | 0.80 | kaggle_link | CNN+KFold |
4.6 | sejong ai 챌린지-문제3 | 0.5(rmse) | kaggle_link | AutoML(AutoGloun) |
4.6 | 신용카드사용자연체예측대회 | 1.09(log_loss) | dacon_link | AutoML(AutoGloun) |
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