美国Top100学校的BA项目都是哪年开设的？（选校神助攻）

早从15年开始，在中国学生出国留学的浪潮里，大数据相关的专业就越来越受欢迎，老牌子的CS和统计专业自是不必说，新兴的专业中最火的是Data Science，Business Analytics 和Data/Applied Analytics了。 但其实三个专业并不是15年才有的，有一些老牌子项目早在10年甚至更早就有了，只是从14、15年开始越来越多的学校从需求出发，都在新开这些专业相关的program，特别是近三年，这些专业MS program的数量基本上翻了一倍:

如图分别是

1. 从2007年到2019年开设有这三个专业MS program的学校的数量

2. 从2007年到2018年，这三个专业累积颁发的MS学位的数量

(左右滑动查看图片，点击查看大图）

看了图之后，想必大家都很想知道这些专业的发展史，也就是逐年有哪些学校开设相关的项目，但是再具体介绍介绍这些专业逐年的发展史之前，我先跟大家简单说下这三个专业的到底在研究什么：

这是从后端往前端的一个information chain，也就是从技术实现一直到做最后战略决定的过程，这个过程就是从hard skills到soft skills，从后端往前端转变的一个过程。最开始，你要做成一个软件，要实现各种功能就需要coding，通过coding做成的软件就是Computer Science的内容。

再往前走，现在提出了一个business issue，它作为一个consulting project我们就需要CS，用足够的信息来解决这个问题。期间从信息提取到信息储存都是我们所谓的MIS。也就是说MIS 是一个management issue或者consulting project和计算机的结合。

再往前走，我们通过信息得到了足够的数据，开始对数据进行分析和处理得到一个visualization，把它变为一个business insights。这一步就是我们要主要讨论的Business Analytics。在处理数据的那一步，就是对已经有的数据或者已经有的结论进行自我学习、无监督学习，进行deep learning。另一方面，把这些繁杂的数据做成visualization、更好的usability给不懂数据的人用。这一系列对于数据的优化、再利用叫做Data Science。最后，把这些结果去做战略部署就属于Business的范畴。

下面就跟大家来看下这些专业逐年的发展史（也就是说，每年有哪些学校新开了相关的项目），我觉得通过这些看这些发展史你更get到以下几个好处：

1. 了解目标专业有哪些program可以申请

2.  知道别人可能开不知道的新开项目

3.  你们关于发展史的认知也不失为文书的一个好素材

由于篇幅原因，小编分了两篇文章来总结发展史：

上周发了：Data Science和偏理工科的Data Analytics项目（点击查看）

本篇就给大家说Business Analytics和商科相关的Data Analytics项目：

以下所有项目信息包括：学校名称，学院/院系名称 和 项目全称~

07-10年前100的学校新开设的基本都是DS项目，

接下来是：

· 2011 ·

Carnegie Mellon University

• Heinz College

• M.I.S.M. in Business Intelligence & Data Analytics

· 2012 ·

Fordham University

• School of Business

• M.S. in Business Analytics

Stevens Institute of Technology

• Howe School of Technology Management

• M.S. in Business Intelligence and Analytics

University of Connecticut

• School of Business

• M.S. in Business Analytics and Project Management

· 2013 ·

Arizona State University

• W.P. Carey School of Business

• M.S. in Business Analytics

George Washington University

• School of Business

• M.S. in Business Analytics

New York University

• Stern School of Business

• M.S. in Business Analytics

Rensselaer Polytechnic Institute

• Lally School of Management

• M.S. in Business Analytics

University of Texas at Austin

• McCombs School of Business

• M.S. in Business Analytics

Washington University in St. Louis

• Olin Business School

• M.S. in Business Analytics

   (之前叫 M.S. in Customer Analytics; 2018年改名)

· 2014 ·

Brandeis University

• Division of Graduate Professional Studies

• M.S. in Strategic Analytics

Georgia Institute of Technology

• Colleges of Engineering, Business and Computing

• M.S. in Analytics

Indiana University

• Kelley School of Business

• M.S. in Business Analytics

Johns Hopkins University

• Krieger School of Arts & Sciences

• M.S. in Government Analytics

Southern Methodist University

• Cox School of Business

• M.S. in Business Analytics

University of Colorado Boulder

• Leeds School of Business

• M.S. in Business Analytics

University of Colorado Denver

• The Business School

• M.S. in Business Analytics

University of Denver

• Daniels College of Business

• M.S. in Business Analytics

University of Miami

• School of Business Administration

• M.S. in Business Analytics

University of Minnesota

• Carlson School of Management

• M.S. in Business Analytics

University of Rochester

• Simon Business School

• M.S. in Business Analytics

University of Southern California

• Marshall School of Business

• M.S. in Business Analytics

Villanova University

• School of Business

• M.S. in Analytics

· 2015 ·

American University

• Kogod School of Business

• M.S. in Analytics

College of William & Mary

• Mason School of Business

• M.S. in Business Analytics

Georgetown University

• Graduate School of Arts and Sciences

• M.S. in Analytics

Iowa State University

• College of Business

• M.S. in Business Analytics

Northeastern University

• D’Amore-McKim School of Business

• M.S. in Business Analytics

University of Iowa

• Tippie College of Business

• M.S. in Business Analytics

University of Notre Dame

• Mendoza College of Business–Chicago Campus

• M.S. in Business Analytics

· 2016 ·

Boston University

• Metropolitan College

• M.S. in Applied Business Analytics

Case Western Reserve University

• Weatherhead School of Management

• M.S.M. in Business Analytics

Massachusetts Institute of Technology

• Sloan School of Management

• Master of Business Analytics

Northeastern University

• College of Professional Studies

• Master of Professional Studies in Analytics

Northeastern University

• College of Computer and Information Science

• M.S. in Data Science
  
  

Pepperdine University

• Graziadio School of Business and Management

• M.S. in Applied Analytics

Purdue University

• Krannert School of Management, 

• M.S. in Business Analytics and Information Management

Syracuse University

• Whitman School of Management

• M.S. in Business Analytics

University of California，San Diego

• Rady School of Management

• M.S. in Business Analytics

University of Illinois at Chicago

• Liautaud Graduate School of Business

• M.S. in Business Analytics

Virginia Tech

• Pamplin College of Business

• M.S. in Business Administration with a concentration in Business Analytics

Wake Forest University

• School of Business

• M.S. in Business Analytics

· 2017 ·

Clark University

• Graduate School of Management

• M.S. in Business Analytics

Duke University

• Fuqua School of Business

• Master of Quantitative Management

Emory University

• Goizueta Business School

• M.S. in Business Analytics

Johns Hopkins University

• Carey Business School

• M.S. in Business Analytics and Risk Manag ement

  (之前叫M.S. in Enterprise Risk Management)

Rutgers University

• Business School—Newark

• Master of Information Technology and Analytics

Rutgers University

• Business School—New Brunswick

• Master of Supply Chain Analytics

University of California, Davis

• Graduate School of Management

• M.S. in Business Analytics

University of California, Irvine

• Merage School of Business

• M.S. in Business Analytics

University of Maryland, College Park

• Smith School of Business

• M.S. in Business Analytics

University of Massachusetts Amherst

• Isenberg School of Management

• M.S. in Business and Analytics

· 2018 ·

Brandeis University

• International Business School

• M.S. in Business Analytics

Carnegie Mellon University

• Tepper School of Business

• M.S. in Business Analytics

Columbia University

• Columbia Engineering and Columbia Business School

• M.S. in Business Analytics

Ohio State University

• Fisher College of Business

• Specialized Masters in Business Analytics

Tulane University

• Freeman School of Business

• Master of Business Analytics

University of Georgia

• Terry College of Business

• M.S. in Business Analytics

University of Virginia

• Darden School of Business and McIntire School of Commerce

• M.S. in Business Analytics

· 2019 ·

Boston University

• Questrom School of Business

• M.S. in Business Analytics

University of Notre Dame

• Mendoza College of Business

• M.S. in Business Analytics

University of San Diego

• School of Business

• M.S. in Business Analytics

University of Washington

• Foster School of Business

• M.S. in Business Analytics

以上就是本篇的全部内容了。BTW，申请DS、BA的小伙伴欢迎加入到我们20Fall申请BA和DS的专业群中（点击查看），群里都是申请同专业的小伙伴，而且我们还会在群里分享相关的案例和program信息哈，都是免费的呢。