Introduction
Linear Regression with One Variable
Linear Algebra Review

Linear Regression with Multiple Variables
Octave Tutorial Exercise 1

Logistic Regression
Regularization
Exercise 2

Neural Networks: Representation
Exercise 3

Neural Networks: Learning
Exercise 4

Advice for Applying Machine Learning
Machine Learning System Design
Exercise 5

Support Vector Machines
Exercise 6

Unsupervised Learning
Dimensionality Reduction
Exercise 7

Anomaly Detection
Recommender Systems
Exercise 8

Large Scale Machine Learning

Application Example: Photo OCR