I took the Standford online class: http://www.ml-class.com/
Table of Contents
Video class
DONE X. ADVICE FOR APPLYING MACHINE LEARNING
DONE IX. NEURAL NETWORKS: LEARNING
DONE VII. REGULARIZATION
DONE VI. LOGISTIC REGRESSION
Review Questions
DONE X. Advice for Applying Machine Learning
DONE IX. Neural Networks: Learning
DONE VIII. Neural Networks: Representation
DONE VII. Regularization
DONE VI. Logistic Regression
Programming Exercises
DONE Regularized linear regression and bias-variance
DONE Multi-class classification and neural networks
DONE Logistic Regression