MATLAB solutions to the assignments of Andrew Ng's Coursera Machine Learning course from Stanford

• ex1.m Linear Regression with one variable
• ex1_multi.m Linear Regression with multiple variables

• ex2.m Logistic Regression without regularization
• ex2_reg.m Logistic Regression with regularization

• ex3.m Logistic Regression for multi-class classification
• ex3_nn.m Neural Networks for multi-class classification

• ex4.m Neural Networks

• ex5.m Regularized Linear Regression, Bias vs variance and Polynomial Regression

• ex6.m SVM and Gaussian Kernels
• ex6_spam.m SVM for spam detection

• ex7.m K-means Clustering
• ex7_pca.m Pricipal Component Analysis

• ex8.m Anomaly Detection
• ex8_cofi.m Recommender Systems