Coursera Machine Learning Assignments
This repository contains the programming assignments for Coursera's Machine Learning course. The assignments were done using GNU Octave 4.2.0 on Windows 7.
Programming Exercise 1: Linear Regression
Programming Exercise 2: Logistic Regression
Programming Exercise 3: Multi-class Classification and Neural Networks
Programming Exercise 4: Neural Networks Learning
Programming Exercise 5: Regularized Linear Regression and Bias VS Variance
Programming Exercise 6: Support Vector Machines
Programming Exercise 7: K-means Clustering and Principal Component Analysis
Programming Exercise 8: Anomaly Detection and Recommender Systems