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.