yonsei-dsl.github.io/program.html at main · yonsei-dsl/yonsei-dsl.github.io · GitHub

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          <li><a href="./index.html" title="">01 : Home</a></li>
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          <li><a href="./program.html" title="">03 : Program</a></li>
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          <h1 class="h2">03 : Program</h1>
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            <h1 class="h2">Academics</h1>
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          <p class="center">데이터 전처리부터 시각화, 모델링까지 전과정을 학습하는 '실전' 데이터 분석 프로그램</p>
          <blockquote>
            <p>기초세션</p>
            <small>신입 학회원은 정규세션에 들어가기 전에 기초 코딩, 크롤링, 텍스트 전처리 등 데이터 분석에 필요한 기초 지식을 약 3주에 걸쳐 빠르고 압축적으로 학습합니다. 기초 세션을 마무리한 신입 학회원들은 약 일주일에 걸쳐 진행되는 첫 번째 EDA 프로젝트에 참여하게 됩니다. </small>
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            <p>정규세션</p>
            <small>머신러닝 기법, Pytorch를 이용한 딥러닝 기법 등을 공부합니다. Machine Learning Algorithms,Supervised Learning, Unspervised Learning,  Dimen-sionality Reduction, Ensemble, Deep Learning Algo-rithms, CNN, RNN, Autoencoder, GAN, Batch Normalization, Regularization, Dropout, Advanced Deep Learning Models (GPT, BERT, etc...)</small>
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            <p>심화스터디</p>
            <small>멤버들이 토픽을 정하여 주도적으로 심화 스터디를 진행합니다. Bayesian Statistics, 추천 시스템, Computer Vision, NLP, 데이터마이닝 알고리즘 분석, 객체지향 프로그래밍, 데이터베이스, 팩터 분석 등</small>
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