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.