Lectures and Assignments of Machine Learning Online Course by Andrew Ng
- (YouTube) Machine Learning by Andrew Ng
- (Bilibili) Coursera Machine Learning by Andrew Ng
- (Bilibili) 吴恩达机器学习系列课程
- Introduction
- Linear Regression with One Variable
- Linear Algebra Review
- Linear Regression with Multiple Variables
- Octave/Matlab Tutorial
- Logistic Regression
- Regularization
- Neural Networks: Representation
- Neural Networks: Learning