Machine learning

learn way

• The way to AI: https://www.zhihu.com/question/22221180/answer/1296836715
• The way to machine learning: https://zhuanlan.zhihu.com/p/25761248
• Direction for machine learning: https://www.zhihu.com/question/63883507/answer/227019715

Books

• 机器学习
• 机器学习实战
• 统计学习方法

Internet resources

document

• 机器学习实战: https://ailearning.apachecn.org/#/

吴恩达机器学习资料汇总：

• 吴恩达相关资源整理: https://zhuanlan.zhihu.com/p/84214338
• 视频课程(中文字幕): https://www.bilibili.com/video/BV164411b7dx?p=77
• 视频课程: https://www.coursera.org/learn/machine-learning?authMode=signup#syllabus
• 中文笔记: https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes
• 英文笔记: http://www.holehouse.org/mlclass/