数据科学先修课要求-新东方前途出国

数学统计课：

Ÿ   Calculus One — Coursera

Ÿ   Linear Algebra - Foundations to Frontiers —Edx

Ÿ   Introduction to Linear Models and Matrix Algebra —Edx

Ÿ   Statistics with R Specialization — Coursera

Ÿ   Introduction to Probability and Data – Coursera

工具及数据库语言：

Ÿ   An Introduction to Interactive Programming in Python - Rice, Coursera

Ÿ   Introduction to Computer Science and Programming Using Python - MIT, edX

Ÿ   R Programming — Coursera

Ÿ   Excel to MySQL: Analytic Techniques for Business Specialization— Coursera

Ÿ   Managing Big Data with MySQL— Coursera

Ÿ   Data Visualization — Coursera

数据挖掘及算法：

Ÿ   Data Science Specialization - 10 courses —John Hopkins

Ÿ   University of Michigan Applied Data Science with Python Specialization – 5 courses - University of Michigan

Ÿ   Mining the Massive Datasets - Stanford, Coursera

Ÿ   Data Mining Specialization — Coursera

Ÿ   Machine Learning - Stanford, Coursera

Ÿ   Statistical Learning - Stanford, Stanford Online

Ÿ   Introduction to Computational Thinking and Data Science - MIT, edX