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Syllabus Introduction Regression Video
Bias & Variance Classification Logistic Regression Video
DL Introduction Gradient Descent Back Propagation DNN Tip Video
CNN Video(PCA) Video(CNN)
PCA Video
Auto Encoder TSNE Video
RNN Ensemble Gradient Boosting Video(RNN-1) Video(RNN-2) Video(Ensemble) Video(Class)
GMM & EM Video(Ensemble) Video(EM) Video(EM) Video(HW4&Final)
Semi-supervised learning Video Past exam TWCC Tutorial
SVM & VAE Video
SVM & Optimization Duality Video
SVM & Duality Video
PAC Video
Guest Talk Video
PM2.5 Prediction
INFO Slide Kaggle Report Math CODE
Income 50K prediction
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FB社團 Machine Learning(2021, fall)