krishnakesari / Stanford-ML

Machine Learning Algorithms using Matlab/octave

Stanford Machine Learning

Language used:

MATLAB/OCTAVE

1. Linear Regression
2. Logistic Regression
3. Multi-class classification
4. Neural Network Learning
5. Regularized Linear Regression and Variance vs. Bias
6. Support Vector Machines
7. Unsupervised Learning
8. Anomaly Detection
9. Recommender Systems
10. Large scale machine learning