Machine Learning

Introduction to Machine Learning
Linear Regression with one variable
Linear Algebra
Linear Regression with multiple variables
Octave/Matlab Tutorial
Logistic Regression
Regularization
Neural Networks
Applying Machine Learning
Machine Learning System Design
Support Vector Machines
Unsupervised Learning
Dimensionality Reduction
Anomaly Detection
Recommender Systems
Large Scale Machine Learning
Application Example: Photo OCR