##Machine Learning

##Coursera ####Andrew Ng--Stanford University

• Machine Learning

####Emily Fox & Carlos Guestrin--University of Washington

• Machine Learning

####Hsuan-Tien Lin--Taiwan University

• Machine Learning Foundations
• Machine Learning Techniques

##Book Note

• [Building Machine Learning Systems](Building Machine Learning Systems/)
• [Learning Data Mining with Python](Learning Data Mining with Python/)
• [Machine Learning in Action](Machine Learning in Action/)
• [NumPy Beginner's Guide](NumPy Beginner's Guide/)
• [Programming Collective Intelligence](Programming Collective Intelligence/)
• [R for Everyone](R for Everyone/)
• [Web Scraping with Python](Web Scraping with Python/)
• [Learning Spark: Lightning-fast Data Analysis](Learning Spark/)

##Competitions

• Kaggle
• Euler

##课程 ####吴恩达--斯坦福大学

• 机器学习

####Emily Fox & Carlos Guestrin--华盛顿大学

• 机器学习

####林軒田--台湾大学

• 机器学习基石
• 机器学习技法

##读书

• [机器学习系统设计](Building Machine Learning Systems/)
• [机器学习实战](Machine Learning in Action/)
• [Python数据分析基础教程:NumPy学习指南](NumPy Beginner's Guide/)
• [Python数据挖掘入门与实践](Learning Data Mining with Python/)
• [集体智慧编程](Programming Collective Intelligence/)
• [R语言-实用数据分析和可视化技术](R for Everyone/)
• [Python网络数据采集](Web Scraping with Python/)

##竞赛

• Kaggle练习题题解
• Euler项目题解

##入门

• numpy
• pandas
• sklearn
• tensorflow

##Spark

• Introduction to Apache Spark
• Distributed Machine Learning with Apache Spark
• Big Data Analysis with Apache Spark

##项目列表

• Python爬虫:豆瓣书籍