Machine Learning, 2017 Spring

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

• Predict income using logistic regression and gradient boosting tree.
  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 and SVD++.
  kaggle competition.