This repository contains program assignments for machine learning course and may be helpful for those, who stuck. Please, don't use this implementation before try to solve assignments by yourself.
- Linear regression
- Logistic regression
- Multi-class Classification and Neural Networks
- Neural Network Learning
- Regularized Linear Regression and Bias/Variance
- Support Vector Machines
- K-Means Clustering and PCA
- Anomaly Detection and Recommender Systems
Machine Learning by Stanford University
Taught by: Andrew Ng, Associate Professor, Stanford University; Chief Scientist, Baidu; Chairman and Co-founder, Coursera