Machine Learning, 2017 Spring

This course is Machine Learning from National Taiwan University Department of Electrical Engineering instructed by Professor Hung-Yi, Lee in spring 2017.

• Predict PM2.5 using linear regression.
  kaggle competition.

• Predict income using logistic regression.
  kaggle competition.

• Image sentiment classification using convolutional neural network (CNN).
  kaggle competition.

• Dimensionality reduction.
  kaggle competition.

• Predict tags for each summary of a book using recurrent neural network (RNN).
  kaggle competition.

• Predict movie ratings using SVD.
  kaggle competition.