Lecturer: Prof. Hung-yi Lee
Course website: http://speech.ee.ntu.edu.tw/~tlkagk/courses_ML17_2.html
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Predict PM2.5 using linear regression. [link] [kaggle]. Top28%
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Predict income using logistic regression and gradient boosting tree. [link] [kaggle]. Top1%
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Image sentiment classification using convolutional neural network (CNN). [link] [kaggle]. Top2%
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Text sentiment classification using recurrent neural network (LSTM) [link] [kaggle]. Top1%
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Predict movie ratings using Matrix factorization [link] [kaggle]. Top1%
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Image clustering (unsupervised learning) [link] [kaggle]. Top2%
[Final] Listen and Translate (ASR+translation) [link] [Kaggle].Top6%