近幾年,人人都在說大數(shù)據(jù),也因此催生出一個(gè)新的專業(yè)——大數(shù)據(jù)專業(yè),那么接下來就和出國(guó)留學(xué)網(wǎng)一起來看看美國(guó)大數(shù)據(jù)專業(yè)介紹。
大數(shù)據(jù)是一個(gè)新興的留學(xué)專業(yè)方向,隨著互聯(lián)網(wǎng)的發(fā)展,現(xiàn)在美國(guó)開設(shè)大數(shù)據(jù)相關(guān)的專業(yè)有三個(gè)方向:
- 商業(yè)分析(Business Analytics):目前最為熱門的專業(yè)之一,需要學(xué)生有金融的背景知識(shí),同時(shí)對(duì)申請(qǐng)者的數(shù)學(xué)和計(jì)算機(jī)背景要求較高。多數(shù)申請(qǐng)人會(huì)在大學(xué)本科階段主修工程,輔修金融。
- 數(shù)據(jù)科學(xué)(Data Science):是指從數(shù)據(jù)中提取信息知識(shí),即是數(shù)據(jù)挖掘與預(yù)測(cè)分析的延伸,亦是發(fā)掘知識(shí)與數(shù)據(jù)的過程。這門專業(yè)對(duì)學(xué)生不做金融方面的要求,重點(diǎn)關(guān)注申請(qǐng)人的計(jì)算機(jī)背景。
- 機(jī)器學(xué)習(xí)(Machine Learning):大部分學(xué)校機(jī)器學(xué)習(xí)專業(yè)都屬于計(jì)算機(jī)科學(xué)下的一個(gè)分支,與數(shù)據(jù)科學(xué)一樣,更關(guān)注申請(qǐng)人的計(jì)算機(jī)背景。
三個(gè)方向相比,無論是從個(gè)人經(jīng)驗(yàn)還是就業(yè)前景方面,都更推薦學(xué)生選擇商業(yè)分析專業(yè)。
根據(jù)歷年申請(qǐng)經(jīng)驗(yàn),申請(qǐng)人需要具備以下成績(jī)和文書:
- TOEFL 90+
- GPA 3.0+
- GRE 320+
- 推薦信
- 個(gè)人自述
- 個(gè)人簡(jiǎn)歷
- 論文(根據(jù)學(xué)校要求而定)
而商業(yè)分析的學(xué)校選擇方面參考如下:
Tier 1:
MIT-Business Analytics
Northwestern University-Analytics
GaTech- Analytics
Carnegie Mellon University- MSIM-BIDA track
UT Austin- Business Analytics
Wake Forest University- Business Analytics
North Carolina State University- Analytics
University of San Francisco- Analytics
University of Southern California- BusinessAnalytics
Tier 1.5:
University of Minnesota- Business Analytics
George Washington University - BusinessAnalytics
Rensselaer Polytechnic Institute- BusinessAnalytics
Southern Methodist University-BusinessAnalytics
Tier 2:
University of Rochester- Business Analytics
Casewestern University- Business Analytics
Stevens Institute of Technology- BusinessIntelligence & Analytics
Bentley University- Business Analytics
University of California, SanDiego-Business Analytics
Tier 3:
Fordham University- Business Analytics
University of Connecticut- BusinessAnalytics
Arizona State University- BusinessAnalytics
Michigan State University- BusinessAnalytics