MachineLearning

Machine Learning & Deep Learning Personal learning process summary

BOOKS:

Hands-On Machine Learning with Scikit-Learn and TensorFlow Chapter2

ML&DL online courses

Coursera :
Machine Learning: Stanford Machine Learning Andrew Ng. 03/18/2018（Finished）
Deep Learning: Deep Learning Andrew Ng.

Computer Scinece

I don’t have any computer science background, so all of these are learned from scratch.

Udacity:
Intro to HTML and CSS First chapter 03/18/2018
Computer Networking First chapter 03/18/2018
Configuring Linux Web Servers First chapter 03/18/2018

Recommendation System

Book
Recommendation System Handbook

http://benanne.github.io/2014/08/05/spotify-cnns.html https://recsys.acm.org/ http://geek.csdn.net/news/detail/134876 https://www.ibm.com/developerworks/cn/web/1103_zhaoct_recommstudy1/index.html#icomments https://yq.aliyun.com/articles/39629

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