vamshikumarkurva/MachineLearning

Covers the basic ML algorithms

MachineLearning

Contains basic machine learning programs implemented in Matlab.

Table of Contents

1. Linear Regression
2. Logistic Regression
3. Multi-class classification using Basic Neural nets
4. Learning Neural nets
5. Regularized LR & Bias vs Variance tradeoff
6. Support Vector Machines
7. PCA and K-means clustering
8. Anamoly detection and Recommonder Systems

##References

1. Andrew Ng's course