Andrew Ng's Machine Learning Class Projects
Description:
Ex1 - Gradient Descent, Newton's Method, Linear Regression
Ex2 - Sigmoid Kernels
Ex3 - Logistic Regression Implementation
Ex4 - Neural Networks implementation for Digit Recognition
Ex5 - Regularized Linear Regression, Polynomial Regression
Ex6 - SVM (Kernel implementation) for Spam Classification
Ex8 - Recommender System (Collaborative Filtering) and Anomaly Detection