This respository puts the homeworks of NTU ML courses http://speech.ee.ntu.edu.tw/~tlkagk/courses_ML16.html
Homework 1: use linear regression to predict the PM2.5 http://speech.ee.ntu.edu.tw/~tlkagk/courses/ML_2016/Lecture/hw1.pdf
Homework 2: use logistic regression to classify if the mail is spam or not http://speech.ee.ntu.edu.tw/~tlkagk/courses/ML_2016/Lecture/hw2.pdf
Homework 3: build a convolution neural network to classify CIFAR-10's picture(https://www.cs.toronto.edu/~kriz/cifar.html) there are 10 class in the dataset http://speech.ee.ntu.edu.tw/~tlkagk/courses/ML_2016/Lecture/ML%20HW3.pdf