Machine Learning By Stanford on Coursera Instructor: Andrew Ng. Index Week Links Week 1 [Quizzes] Week 2 [Quizzes] [Programming Assignment] Week 3 [Quizzes] [Programming Assignment] Week 4 [Quizzes] [Programming Assignment] Week 5 [Quizzes] [Programming Assignment] Week 1 Quizzes Introduction Linear Regression With One Variable Linear Algebra Week 2 Quizzes Linear Regression With Multiple Variables Octave/Matlab Tutorial Programming Exercises Questions and Explanation Exercise 1 Warm Up Exercise Compute Cost for One Variable Compute Cost For Multiple Variables Gradient Descent For One Variable Gradient Descent For Multiple Variables Week 3 Quizzes Logistic Regression Regularization Programming Exercises Questions Exercise 2 Sigmoid Function Logistic Regression Cost Logistic Regression Gradient Regularized Logistic Regression Cost Regularized Logistic Regression Gradient Predict Week 4 Quizzes Neural Networks: Representation Programming Exercises