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【本科篇】

【Columbia University -- B.A in Data Science】

Probability Theory

Statistical Inference

Linear Regression Models

Statistical Machine Learning

Introduction to Computer Science

Data Structures

Discrete Math

Analysis of Algorithms

【University of Rochester - B.A / B.S in Data Science】

Discrete Mathematics

The Science of Programming

The Science of Data Structures

Linear Algebra with Differential Equations

Ordinary Differential Equations

Computational Introduction to Statistics

Elements of Probability and Mathematical Statistics

Applied Statistics for the Biological and Physical Sciences

Intermediate Statistical and Computational Methods

【Ohio State University - B.S Data Analytics】

Calculus and linear algebra

Data mining and statistical learning

Database design and cloud computing

Optimization （这个课是有一丢厉害的，一般研究生的program里才会出现）

Probability and statistical inference

Regression modeling and statistical decision making

Software design and programming

Visualization （这个课也是有一丢重要和厉害的）

Biomedical informatics

Computational analytics

Social science analytics

【University of California, Irvine - B.S Data Science】

Introduction to Programming

Programming with Software Libraries

Intermediate Programming

Introduction to Writing and Rhetoric

Seminar in Data Science

Calculus

Statistics

Machine Learning and Data-Mining

Design and Analysis of Algorithms

Information Visualization

UCI 最引以为豪的writing program也是特色之一，在我司之前做的各高校数据项目分析里，Communication and Story Telling也是极其重要的一点，所以UCI在这件事情上是完胜的。其他的呢，公正地说其实和各个program的差距不大，都是以编程和统计为主，然后上一些高阶的计算机课。但Irvine真的是个太好的地方，如果你还在纠结要去哪里读数据科学，Welcome to Irvine！

【研究生篇】

# 排名不分先后，这只是小编看了一堆文章以后罗列出来的，没有学校塞钱给我好么？

Carnegie Mellon University

Master in Computational Data Science

Massachusetts Institute of Technology

New York University

Master in Data Science

Stanford University

Master in Statistics, Data Science

Columbia University

Master in Data Science

Northwestern University

Master in Analytics

University of California, Berkeley

Master in Information and Data Science (Online)

Georgia Institute of Technology

Master in Analytics

University of Southern California

George Washington University

Master in Data Science

Michigan State University

Program Name

Curriculum

Tip:

Practical Training Opportunities

UC Berkeley, Stanford 和San Jose State University!!!!

Industry Collaboration

Research Opportunity

Class Profile

University Reputation (Ranking)

Return on Investment

First Hand Experience

Data Application Lab

“数据科学家求职训练营”

• 发表于:
• 原文链接http://kuaibao.qq.com/s/20171214G08AAP00?refer=cp_1026
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• 如有侵权，请联系 cloudcommunity@tencent.com 删除。

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