This is the materials from NYCU Machine Learning course.
Course Syllabus: https://timetable.nycu.edu.tw/?r=main/crsoutline&Acy=112&Sem=2&CrsNo=535504&lang=en-us
Task 1: Regression
Task 2: MNIST Bayes Classifier
Task 3: Bayesian Linear Regression
Task 4: Logistic Regression and EM Algorithm
Task 5: Kernel Method, SVM, Gaussian Process
Task 6: Clustering