美國Top100學(xué)校的BA項(xiàng)目都是哪年開設(shè)的,？（選校神助攻）

Vickeyooo 2019-04-17

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早從15年開始，在中國學(xué)生出國留學(xué)的浪潮里,，大數(shù)據(jù)相關(guān)的專業(yè)就越來越受歡迎,，老牌子的CS和統(tǒng)計(jì)專業(yè)自是不必說，新興的專業(yè)中最火的是Data Science,，Business Analytics 和Data/Applied Analytics了,。但其實(shí)三個(gè)專業(yè)并不是15年才有的，有一些老牌子項(xiàng)目早在10年甚至更早就有了,，只是從14,、15年開始越來越多的學(xué)校從需求出發(fā)，都在新開這些專業(yè)相關(guān)的program,，特別是近三年,，這些專業(yè)MS program的數(shù)量基本上翻了一倍:

如圖分別是

1. 從2007年到2019年開設(shè)有這三個(gè)專業(yè)MS program的學(xué)校的數(shù)量

2. 從2007年到2018年，這三個(gè)專業(yè)累積頒發(fā)的MS學(xué)位的數(shù)量

(左右滑動(dòng)查看圖片,，點(diǎn)擊查看大圖）

看了圖之后,，想必大家都很想知道這些專業(yè)的發(fā)展史，也就是逐年有哪些學(xué)校開設(shè)相關(guān)的項(xiàng)目,，但是再具體介紹介紹這些專業(yè)逐年的發(fā)展史之前,，我先跟大家簡單說下這三個(gè)專業(yè)的到底在研究什么：

這是從后端往前端的一個(gè)information chain，也就是從技術(shù)實(shí)現(xiàn)一直到做最后戰(zhàn)略決定的過程,，這個(gè)過程就是從hard skills到soft skills,，從后端往前端轉(zhuǎn)變的一個(gè)過程。最開始,，你要做成一個(gè)軟件,，要實(shí)現(xiàn)各種功能就需要coding，通過coding做成的軟件就是Computer Science的內(nèi)容,。

再往前走,，現(xiàn)在提出了一個(gè)business issue，它作為一個(gè)consulting project我們就需要CS,，用足夠的信息來解決這個(gè)問題,。期間從信息提取到信息儲存都是我們所謂的MIS。也就是說MIS 是一個(gè)management issue或者consulting project和計(jì)算機(jī)的結(jié)合,。

再往前走,，我們通過信息得到了足夠的數(shù)據(jù),，開始對數(shù)據(jù)進(jìn)行分析和處理得到一個(gè)visualization，把它變?yōu)橐粋€(gè)business insights,。這一步就是我們要主要討論的Business Analytics,。在處理數(shù)據(jù)的那一步，就是對已經(jīng)有的數(shù)據(jù)或者已經(jīng)有的結(jié)論進(jìn)行自我學(xué)習(xí),、無監(jiān)督學(xué)習(xí),，進(jìn)行deep learning。另一方面,，把這些繁雜的數(shù)據(jù)做成visualization,、更好的usability給不懂?dāng)?shù)據(jù)的人用,。這一系列對于數(shù)據(jù)的優(yōu)化,、再利用叫做Data Science。最后,，把這些結(jié)果去做戰(zhàn)略部署就屬于Business的范疇,。

下面就跟大家來看下這些專業(yè)逐年的發(fā)展史（也就是說，每年有哪些學(xué)校新開了相關(guān)的項(xiàng)目）,，我覺得通過這些看這些發(fā)展史你更get到以下幾個(gè)好處：

1. 了解目標(biāo)專業(yè)有哪些program可以申請

2. 知道別人可能開不知道的新開項(xiàng)目

3. 你們關(guān)于發(fā)展史的認(rèn)知也不失為文書的一個(gè)好素材

由于篇幅原因,，小編分了兩篇文章來總結(jié)發(fā)展史：

上周發(fā)了：Data Science和偏理工科的Data Analytics項(xiàng)目（點(diǎn)擊查看）

本篇就給大家說Business Analytics和商科相關(guān)的Data Analytics項(xiàng)目：

以下所有項(xiàng)目信息包括：學(xué)校名稱，學(xué)院/院系名稱和項(xiàng)目全稱~

07-10年前100的學(xué)校新開設(shè)的基本都是DS項(xiàng)目,，

接下來是：

· 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內(nèi)容了。BTW,，申請DS,、BA的小伙伴歡迎加入到我們20Fall申請BA和DS的專業(yè)群中（點(diǎn)擊查看），群里都是申請同專業(yè)的小伙伴,，而且我們還會在群里分享相關(guān)的案例和program信息哈,，都是免費(fèi)的呢。

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