Andrew Ng: Machine Learning Cource
https://www.coursera.org/learn/machine-learning/home/welcome
Week1
Introduction
Linear Regression with One Variable
Linear Algebra Review
Week2
Linear Regression with Multple Variables
Octave/Matlab Tutorial
Week3
Logistic Regression
正則化(Regularization)
Week4
Neural Networks: Represantation →Neural network
Week5
Neural Networks: Learning →Neural network
Week6
Advice for Applying Machine Learning
Evaluating a Learning Algorithm
Machine Learning System Design
Building a Spam Classifier
Handling Skewed Data
Using Large Data Sets
Week7
Week8
Week9
Week10
Week11