Stanford University Machine Learning Course original handout (with Open course video) (reproduced)

http://blog.csdn.net/v_july_v/article/details/7624837

• Stanford University Machine Learning course Original handout

This resource is the Stanford University Machine Learning Course original handout, for Andrew Ng, a total of 20 PDFs, basically covers the machine learning of some important models, algorithms, concepts, this time to compress upload share to everyone, Friends can directly click on the right to download: Stanford University Machine learning course original handout. zip.

• Stanford University machine learning public Course video

It is a video of Stanford's machine learning public class:

1. NetEase Translator's public lesson video: http://v.163.com/special/opencourse/machinelearning.html; 2. Stanford Machine Learning Course homepage: http://cs229.stanford.edu/materials.html;
It can be said that this set of lectures + video machine learning materials, not necessarily the best machine learning materials, but must be excellent machine learning primer material.

• Stanford Machine Learning Course Notes

At the beginning of last June, the blog wrote a SVM article http://blog.csdn.net/v_july_v/article/details/7624837, then consciously can, but the last two days to see a friend contrived Stanford University Machine Learning course notes , let oneself to the kernel function essence and the SMO algorithm understanding further layer, enlightened. The above-mentioned Stanford University machine learning Course Original Handout + Open class is indeed an excellent introductory material for machine learning.

Stanford University Machine Learning Course original handout (with Open course video) (reproduced)