- The code is to practise Andrew's ML course's code exercises
- All the codes have passed course's code valiation. In general, 80% or more is achieved.
Brief introduction
- Week 2 - Linear regression
- Week 3 - Logistic regression
- Week 4 - Neural network
- Week 5 - Neural network2
- Week 6 - Bias & Variance trade off, and general ML validation framework
- Week 7 - SVM
- Week 8 - PCA
- Week 9 - Anomaly detection
Code running environment Octave
Reference course link