This course is Machine Learning from National Taiwan University Department of Electrical Engineering instructed by Professor Hung-Yi, Lee in autumn 2017.
- PM2.5 Prediction: using Gradient Descent to predict PM2.5
- Income Prediction: using Logistic Regression and Probabilstic Generative Model to do classification
- Image Sentiment Classification: using convolutional neural network
- Sentence Sentiment Classification: using RNN model, BOW model, semi-supervised learning
- Movie Recommendation: using SVD
- Unsupervised learning & dimension reduction: using PCA, word2vec,clustering
- ASR+translation: using seq2seq