数据科学学习指导

https://www.zhihu.com/question/20176089
想做数据处理尤其是大数据量处理的相关工作必须兼具计算机科学基础和统计基础。
强烈推荐：Distance Education § Harvard University Extension School 和哈佛的学生一起学习Data Science。

网络课程同样有丰富的资源：
机器学习类：
斯坦福大学：机器学习 coursera
Learning From Data
http://dataunion.org/19321.html python 机器学习系统
数据分析类：
约翰霍普金斯： Data Analysis Methods
杜克： Data Analysis and Statistical Inference
约翰霍普金斯： Computing for Data Analysis
MIT： The Analytics Edge

编程类：
莱斯大学： Introduction to Interactive Programming in Python
MIT： Introduction to Computer Science & Programming in Python
相关问题：

Data Science: What are some good free resources to learn data science?
Where can I learn pandas or numpy for data analysis?
What are some good resources for learning about statistical analysis?
Data Science: How do I become a data scientist?
What are some good “toy problems” in data science?
What are some good resources for learning about machine learning?
Harvard CS109
http://cs109.github.io/2015/index.html

http://cm.dce.harvard.edu/2014/01/14328/publicationListing.shtml

https://www.quora.com/How-can-I-become-a-data-scientist-1?redirected_qid=59455