Graduate Programs
in Data Science and Big Data Analytics
Last updated: July 9, 2019
See below for online programs and courses and other options and resources
Aegis School of Business, Data Science & Telecommunication (India)
Post Graduate Program in Business Analytics and Big Data
American Sentinel University
Master of Health Care Informatics
Arizona State University
Barcelona Graduate School of Economics (Spain)
Barcelona Technology School (Spain)
Ben-Gurion University of the Negev (Beer-Sheva, Israel)
MSc in Information Systems Engineering with focus on Data Mining and Business Intelligence
Bentley University
Berlin School of Economics and Law (Germany)
Master of Science in Business Intelligence and Process Management
Brown University
Carnegie Mellon University
Master of Computational Data Science
Catholic University of America
The Master of Science in Business Analysis
Central Connecticut State University
Master of Science in Data Mining
Graduate Certificate in Data Mining
Central Michigan University
Graduate Certificate in Data Mining
City University London (UK)
Clarkson University
Columbia University
Master of Science in Data Science
Master of Science in Information and Knowledge Strategy
Certification of Professional Achievement in Data Sciences
Cornell University
Dartmouth College
PhD in Quantitative Biomedical Sciences
Data ScienceTech Institute (Paris and Nice, France)
DePaul University
Drexel University
Master of Science in Business Analytics
Donau-Universität Krems (Austria)
Dublin City University (Ireland)
MSc in Computing (Data Analytics Major)
Dublin Institute of Technology (Ireland)
MSc in Computing (Data Analytics)
Ecole Central Paris (France)
Eindhoven University of Technology (Netherlands)
Fordham University
George Mason University
PhD in Computational Sciences and Informatics
Georgetown University
Master of Science in Analytics with a concentration in Data Science
George Washington University
Harrisburg University
Harvard University
Master of Science (SM) in Computational Science and Engineering (CSE)
Heriot-Watt University (Edinburgh, UK)
IE University (Madrid, Spain)
Master in Business Analytics and Big Data
Illinois Institute of Technology
Master of Science in Marketing Analytics and Communication
Imperial College (London, UK)
MSc in Data Science and Management
Indiana University Bloomington
Indiana University-Purdue University Indianapolis School of Informatics
Iowa State University
Jacksonville University
Master of Science in Applied Business Analytics
Jheronimus Academy of Data Science (Netherlands)
Data Science Master’s Programs
John Hopkins University
Master of Science in Bioinformatics
Kennesaw State University
Master of Science in Applied Statistics
Lipscomb University
Master of Science in Informatics and Analytics
Loras College
Loyola University Maryland
Master of Science in Data Science
Louisiana State University
Master of Science in Analytics
Maastricht University (Maastricht, the Netherlands)
MSc in International Business/Business Intelligence
Macquarie University (Sydney, Australia)
Merrimack College
Master of Science in Data Science
Michigan State University
MIT
Master of Business Analytics (M.B.An.)
New College of Florida
New Jersey Institute of Technology
Graduate Certificate in Data Mining
New York University
MS in Applied Urban Science and Informatics
North Carolina State University
Northeastern University
Graduate Certificate in Data Science
Northwestern University
Master of Science in Analytics
Nova Northeastern University
Graduate Certificate In Business Intelligence / Analytics
Oakland University
Master of Science in IT Management – Business Analytics
Pace University
MS in Customer Intelligence and Analytics
Purdue University
Rensselaer Polytechnic Institute
Master of Science in Business Analytics
Robert Gordon University (Aberdeen, UK)
Rutgers University
MBA in Analytics and Information Management
Saint Mary’s College
Master of Science in Data Science
Saint Peter’s University
Master of Science in Data Science
Stanford University
Matser of Science in Biomedical Informatics
Mining Massive Data Sets Graduate Certificate
Stevens Institute’s Wesley J. Howe School of Technology Management
Master of Science in Business Intelligence and Analytics
Graduate Certificate in Business Intelligence and Analytics
Swansea University (Wales, UK)
Syracuse University School of Information Studies
Graduate Certificate of Advanced Studies in Data Science
Texas A&M University
Master of Science in Analytics
Università di Pisa
University College Dublin (Ireland)
University College London (UK)
University of Auckland (Auckland, New Zealand)
Master of Professional Studies–Data Science
University of California, San Diego
Master of Advanced Study in Data Science and Engineering
University of Chicago
Master of Science in Analytics
M.S. in Computer Science/Data Analytics
University of Cincinnati
University of Connecticut
MS in Business Analytics and Project Management
University of Dundee (Dundee, UK)
University of Edinburgh (UK)
University of Essex (Colchester, UK)
MSc Big Data and Text Analytics
University of Glasgow (UK)
University of Illinois at Urbana-Champaign
Master of Science in Statistics/Analytics Concentration
University of Iowa
Graduate Certificate in Business Analytics
University of Magdeburg (Magdeburg, Germany)
MSc in Data and Knowledge Engineering
University of Maryland
Master of Science in Business for Marketing Analytics
University of Maryland University College
Master of Science in Data Analytics
University of Massachusetts, Dartmouth
University of Michigan-Dearborn
University of Rochester Simon School of Business
University of San Francisco
University of Southern California Marshall School of Business
Master of Science in Business Analytics
University of Stirling (UK)
University of Tennessee
Master’s in Business Analytics
Graduate Certificate in Business Analytics
University of Texas at Austin
Master of Science in Business Analytics
University of Virginia
Master of Science in Data Science
University of Warwick (UK)
University of Washington
Virginia Commonwealth University
Master of Science in Business with a decision sciences and business analytics concentration
Worcester Polytechnic Institute
York University
Fellowship/Training Programs
Online University Programs
Aegis School of Business, Data Science and Telecommunication
Post Graduate Program in Business Analytics and Big Data
American Sentinel University
Master of Geospatial Information Systems Program
Arizona State University
Master of Advanced Study in Health Informatics
Bay Path University
Brandeis University
Master of Science in Strategic Analytics
Carnegie Mellon University
Master of Science in Business Analytics
City University of New York
Elmhurst College
Harrisburg University
Indiana University
Lewis University
Master of Science in Data Science
Maryville University
Master of Science in Business Data Analytics
Northwestern University
Master of Science in Predictive Analytics
Nova Northeastern University
Graduate Certificate In Business Intelligence / Analytics
Saint Joseph’s University
Master of Science in Business Intelligence & Analytics
Saint Mary’s College
Southern Methodist University
Master of Science in Data Science
Thomas Edison State College
University of North Carolina
MBA (Data Analytics and Decision Making Concentration)
University of California, Berkeley
Master of Information and Data Science
University of California, Riverside
Master of Science in Engineering (Data Science specialization)
University of Wisconsin
Online Courses (Free)
Coursera
Data Analysis and Statistical Inference
Process Mining: Data science in Action
Data Society Online Courses
Intro to Data Science, Machine Learning, etc.
edX
Data Science and Machine Learning Essentials
Wiretaps to Big Data: Privacy and Surveillance in the Age of Interconnection
Harvard University
Udacity
Introduction to Artificial Intelligence
Online Courses (for a fee)
365DataScience
Booz Allen Hamilton
Coursera
Executive Data Science Specialization
MIT
Tackling the Challenges of Big Data
Udacity
Introduction to Hadoop and MapReduce
University of California, Irvine
Note: For similar lists, including undergraduate programs, see here and here and here and here
Resources
2019 Salaries Of Data Scientists
A Very Short History of Data Science
A Very Short History of Big Data
A Very Short History Of Artificial Intelligence (AI)
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Gil, Thank you for this nice list. It’s amazing to see analytics becoming a recognized discipline. I think not too long ago, we would have had separate tracks in MBA, Statistics and Computer Science programs. A little bit here, a little bit there, but not a unified approach.
I’d like to add that Indiana University, in addition to an Informatics school, is one of the first MBA programs in the nation to offer a major in Business Analytics through the MBA program.
Thanks for the list of grad schools. Is there a similar list for the Undergraduate Programs somewhere?
For a list of undergraduate programs see here http://datascience101.wordpress.com/2012/04/09/colleges-with-data-science-degrees/
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UC Irvine has a predictive analytics certificate program
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Gil, thanks for the list.
Can I add the MSc Computer Science (data analytics) at DIT Dublin
http://www.dit.ie/postgrad/programmes/dt228adt228bmscincomputingdataanalytics/
And Smurfit Business School Dublin
http://www.smurfitschool.ie/businessanalytics/
Thanks,
Alan
Do you know of a website/list that ranks each of these program? (Obviously, ignoring the fact that each program is unique and has its own pros and cons depending on the needs of the person applying.)
Or which are the top/most respected programs?
I’m not aware of a list that ranks these programs.
The rank of an Analytics program would be similar to the University’s overall ranking?
With some exceptions, this is probably a good general rule.
Probably too few schools to rank. Instead it’s probably worth investigating each to determine what characteristics a school program is known for – i.e. theory, research, management, health related.
The George Washington University (http://business.gwu.edu/msba) has launched a new Master of Science in Business Analytics with the inaugural class beginning in Fall 2013! It looks like a great blend of Descriptive, Predictive, and Prescriptive analytics, with applications in functional areas.
Do any of these publish graduate salary statistics/surveys? I figure a good analyst would want to be assured that these programs have the data to back up their utility…
I found some salary statistics for Carnegie Mellon’s program, median of $90k – http://www.heinz.cmu.edu/jobs-and-internships/salary-statistics/information-systems-management-mism/2011-may-mism-graduates/index.aspx
Over half of students have a background in Computer Science/Information Science, and grads in those disciplines already earn $85k about coming out of undergraduate college. And median work experience among graduates is about a year. ( http://www.heinz.cmu.edu/school-of-information-systems-and-management/information-systems-management-mism/class-profile/index.aspx ). So it’s a little unclear if say, the business background grads (a quarter of the class) and engineering grads (~30% of the class) are getting those $90k salaries too. Of course, you may prefer data science work anyway, so money is less of a concern. There also may be greater opportunity for growth in data science, as opposed to what these people were doing before. Graduate’s previous salaries, or before and after salary comparisons, are not available either.
I skimmed the sites of Northwestern, Johns Hopkins and NYU and didn’t find anything.
University of Rochester Simon School of Business offers a MS with concentration in Business Analytics.
Three more courses in Ireland;
The government are providing two one year conversion courses at level 8 which equates to the 4th year of an honours undergraduate. These are offered at:
Cork Institute of technology – Higher Diploma in Science in Data Science and Analytics
National College of Ireland (Dublin) – Higher Diploma in Science in Data Analytics
There is also a new Diploma in Data Business run jointly by University College Cork and the Irish Management Institute in Dublin.
The Irish Government is funding a Centre for Applied Data Analytics Research (CeADAR) which will be led by UCD.
the Unuiversity of Wisconsin Lubar School of Business offers an online graduate certificate in business analytics. It may be completed alone, or in combination with our MBA program or MS in Management program.
Another Irish university course
Dublin City University. Very strong in technical subjects and good commercial links.
They run a MSc in Computing with data analytics as one of three Majors.
http://www.dcu.ie/prospective/deginfo.php?classname=MCM
Hi Alan,
I’m interested in applying to a data analytics Irish MSc programme.
DIT’s vs. DCU’s: which is better?
DIT offers a well-structured analytics-based curriculum.
On the other hand, DCU seems to not offer specific analytics module:
http://www.dcu.ie/registry/module_contents.php?function=4&programme=MCM
Do you have further information?
Thank you.
Regards,
Fabio.
Hi Fabio,
My preference would be DCU based on my previous experience of studying there. Also DCU is a university where DIT is an institute of technology so employers would likely be more impressed with DCU.
There are three potential downsides to DCU:
1) they will really make you work! Unlike some other institutions you really need to put in the time to earn the credits. Upside is you will know your subject when you leave.
2) the location on the north side of Dublin is not ideal but the bus services are very good.
3) it is the first year the course is being offered. Upside is the class size will only be 10 in number I believe and they will be looking for continuous feedback. The module descriptors will not be confirmed for another two weeks but ring the department and ask them to contac you when they have more information.
The Market is good here for graduates in the field as it is identified as a key shortage for the financial BPO and shared services sector which, along with IT, are big partS of Dublin’s economy.
Hope this helps.
There are also programs outside traditional universities, usually delivered online and more business-oriented, with a real focus on big data, modern data science and very high standards. Our Data Science Apprenticeship is an example: click on http://bit.ly/W2HTJU for details.
Cornell University has a Masters of Engineering program – Operations Research and Information Engineering – Data Analytics Concentration
Rensselaer Polytechnic Institute offers a Master of Science in Business Analytics; this program is the result of a collaboration between RPI and IBM.
http://www.lallyschool.rpi.edu/academics/ms_ba.html
http://news.rpi.edu/update.do?artcenterkey=3167
Illinois Institute of Technology now offers a unique interdisciplinary Master’s in Data Science:
http://iit.edu/data-science/masters
As well as a BS in Computer Science with a Data Science specialization:
http://www.iit.edu/csl/cs/programs/undergrad/specializations.shtml
HI there,
Do you have a list where only the programs that are completely online are listed?
Thanks
Best
it’s coming to this blog soon, I hope… in the meantime, see http://www.kdnuggets.com/education/online.html
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One more school opens the MSBA program: Catholic University of America
Texas A&M will be offering a Masters in Business Analytics
Hi there!
Could anyone help me and give some advice about European universities, which are the better and some comments if you know something pleasee!!
Very best! Thanks in advanced!
A new program starting in Austria. http://www.donau-uni.ac.at/datastudies
If you’re interested in a little further afield – the University of Auckland, New Zealand has a Masters in Professional Studies (Data Science) – the first in NZ. http://www.science.auckland.ac.nz/uoa/data-science
MSc in Data and Knowledge Engineering — Otto von Guericke University of Magdeburg (Germany)
http://www.uni-magdeburg.de/unimagdeburg/en/Education/Study+Guide/Study+Programmes+with+English+as+Language+of+Instruction/Data+and+Knowledge+Engineering.html
Hi Fabio…..I have an admit for this course , can you provide me the feedback of this course?
Hi Mudit,
I’m sorry but I never enrolled in this course, I just listed it after having found it on the web.
Hi Gil, City University of New York offers a fully-online MS in Data Analytics. Focus is on quantitative methods, computation, data management/manipulation-all grounded in a variety contexts). It’s a 36-credit program that can be completed in three semesters with a total cost just under $16,000 for both in-state and out-of-state residence. Great if you can add to your lists.
See:http://sps.cuny.edu/programs/ms_dataanalytics
Thanks, Paul
Indian Institute of Science(IISc) offers Master of Management with specialization in Business Analytics based on CAT/GATE scores which are competitive exams in India as well as the GMAT score.
Royal Holloway, University of London know for its excellence in Information security group is launching new courses in Big data. http://www.rhul.ac.uk/computerscience/prospectivestudents/postgraduatetaught/bigdata.aspx
Computer Learning Research Center in Royal Holloway also has crazy research in the field of machine learning and therefore good Phd prospects.
University of South Florida (USF) has an online program that started this summer.
http://uc.usf.edu/mis/program/index.html
There is also Erasmus Mundus course in Data Mining and Knowledge Management. European graduate program which comprises 6 universities in Europe.
http://www.em-dmkm.eu/
I was looking for study opportunities in North America for MS in Analytics.
I am from India and wanted to know if any university offers scholarships for a full time course for MS in Analytics to international student.
Also NUS, Singapore has come up with a MSBA programme.
The University of Otago will be offering a Master in Business Data Science from 2014 (subject to CUAP approval). http://www.otago.ac.nz/business/study/postgraduate/otago052118.html
Thank you for the awesome list! It’s amazing! last year there were fewer universities which offered Data mining courses, now there a lot of institutes!
University of Georgia has an MBA in Business Analytics taught by MIS faculty.
What are data science best studies in UK ?(With best content)
UCL, Royal Holloway, Dundee, Essex or Sheffield Hallam (MSc Big Data Analytics) ?
I don’t know which is better, anyway there are also:
Coventry (MSc Data Science and Computational Intelligence),
Leeds (MSc Advanced Computer Science (Data Analytics)),
UEL (MSc Data Science),
Bournemouth (MSc Applied Data Analytics)
Warwick (MSc Data Analytics).
Moreover other data mining/business intelligence-related courses (St Andrews, Manchester, East Anglia, BCU, DMU, Greenwich, Westminster,…) can be suitable for a career in data science.
A new program in France opened in 2013 :
Telecom Paristech, Advanced Master degree in Big data : Large Scale Data Management & Analysis
http://www.telecom-paristech.fr/formation-continue/masteres-specialises/big-data.html
Regards,
You may want to add the courses in data analytics provided for free by the John Hopkins University at Coursera.org. They include “Data Analysis” by Jeff Leek (https://www.coursera.org/course/dataanalysis) and “Computing for Data Analysis” by Roger Peng (https://www.coursera.org/course/compdata).
Hey My name is Akshay from India, Does this list include universities offering full time class room post graduation programs in Data Science/ Analytics/ Big Data/Operations Research/Machine Learning/Data Mining/Data Engineering?
I am looking for full time post graduation class room programs in Data Sciences that includes Machine learning Algorithms, Applied Statistics and Operations Research subjects with Linear Algebra approach (more Mathematical than theoretical) More practical Application based and also has subjects related to Design of Experiment? Can someone please help by guiding me.
Also, I am not rich (actually lower middle class..!) so what would be the most cost effective program and university? I have done my graduation in Mechanical Engineering from National Institute of Technology Karnataka, Surathkal. I dont want to enroll for course that are taught from Managers/decision makers point of view but researchers point of view.
Hiii Akshay…I am in a similar situation…Would llike to contact you…Plz ping me
IS it correct to do 1 yr MS in Data Analytics after BE MEchanical?
If any one interested to do online education courses on new technology like big data analytics,sem & ppc,Big data hadoop then you can attend our interactive live classes by our instructor and you can also prefer some of the links :
http://www.venturesity.com/course/big-data-course-mapreduce-and-hadoop-training-online-hadoop-training
Iam sure ,This will help you.
Thanks
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Here are a couple more…
Glasgow University, Glasgow, Scotland, UK
MSc Data Science
http://www.gla.ac.uk/postgraduate/taught/datascience/
Heriot-Watt University, Edinburgh, Scotland, UK
MSc in Data Science
http://www.macs.hw.ac.uk/cs/pgcourses/ds.htm
You should also include some high quality online courses from private institutes in India like Edvancer at http://www.edvancer.in or learnanalytics.in
Great list! Can you please add Pace University’s MS in Analytics program to your next update? Thanks so much! http://www.pace.edu/lubin/ms-in-customer-intelligence-analytics
Hello, thank you so much for this great and detailed list!
please kindly advise if there are good courses of Informatics and data mining tools which can be taken Online Only and are NOT part of MS programs? any accredited specific courses or certified for those who want to work as information miners but cannot afford paying the full MS studies, just to have a specific course diploma??
many thanks – Tal
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is masters of science program at university of cincinnati very good?there has been a big hype for that particular course.can anyone help me out here?
Lipscomb University in Nashville just started a MS in Analytics and Informatics.
Dear Gil, thank you very much for this list. We at the Berlin School of Economics and Law will start a new master “Business Intelligence and Process Management” in October. More Information: http://bit.ly/master-bipm
I am looking for part time PhD program. Can someone suggest me top Universities
Does top University mean extermly expensive and/or hard to get into? Online? Local to you? There are online PhD programs in business. I can’t claim they compete with Harvard however. Perhaps getting a Masters in Data Science/Business Analytics/Analytics and then pursuing a PhD would make sense?
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Reblogged this on The Brussels Data Science Community and commented:
great list of training
The University of Chicago has a MS in Computer Science program where you can specialize in data analytics http://csmasters.uchicago.edu/page/12-course-ms-specialization-program
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Big data is a popular term used to describe the exponential growth and availability of data, both structured and unstructured. And big data may be as important to business – and society – as the Internet has become. Why? More data may lead to more accurate analyses.
if you have outstanding mathematical, computer science, and analytical skills, and thrive when tasked with tough problems, then you have the makings of a data scientist.
We invite you to find out more about our MS in Data Science program.
see more Learn Data Analytics
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Excellent list. Do you know of a list for schools that offer a PhD or DBA in Analytics or a related venue? Thanks.
The Eindhoven University of Technology (www.tue.nl/en) also has a Master track on Data Science: http://educationguide.tue.nl/graduate-school/masters-programs/computer-science-and-engineering/curriculum/data-science-stream/
The Data Science Center Eindhoven (DSC/e) is an institute of this University that shortly will provide a Data Science & Entrepreneurship Master.
The scientific director of the DSC/e (www.tue.nl/dsce), prof.dr.ir. W. van der Aalst is leading in the field of process mining and has given a MOOC on Coursera (https://www.coursera.org/course/procmin) free of charge with over 36.000 participants.
Meanwhile the link has changed into: http://www.tue.nl/en/university/departments/mathematics-and-computer-science/education/graduate-programs/masters-programs/data-science-in-engineering/
Meanwhile the link has changed into: http://www.tue.nl/en/university/departments/mathematics-and-computer-science/education/graduate-programs/masters-programs/data-science-in-engineering/
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North Carolina A&T State University offers a MS and PhD in Computational Science and Engineering, with classes in parallel computing, machine learning, data mining, statistics and numerical algorithms. It is also a Cloudera Academic Partner and offers research opportunities in big data.
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A new institute is opening in France, Data ScienceTech Institute, with two intensive and innovative MSc programs in Data Science and Big Data in Paris and Nice:
– https://www.datasciencetech.institute/master-programme-msc-data-scientist-designer/
– https://www.datasciencetech.institute/master-programme-msc-executive-big-data-analyst/
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EIUBS offers Online Business Management Courses which build Critical Managerial Abilities using practice based learning methods. Thus participants not only gain knowledge but can also use concepts, methods, tools and technology for improving business performance.
Thanks for sharing your thoughts about indesign training videos.
Regards
I already have a BS Computer Science and an MBA. Do I need an MS in Data Science or Analytics to become a Data Scientist?
I’m sure it all depends on the experience you have (or not have) in data analysis. Take a look at job openings for data scientists and see what they list as required skills and experience.
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Hey, this is a great list 🙂
Im looking for a good program related to Big data analytics/data science/BI. Even though its the ‘IN’ thing right now, apparently there are no TUs offering any suitable program. Would be really grateful if you could tell me of any 🙂
IN Germany that is *
Are the Netherlands close enough? Eindhoven is only 1 hour from Dusseldorf and offers a Master track Data Science in Engineering! http://www.tue.nl/en/university/departments/mathematics-and-computer-science/education/graduate-programs/masters-programs/data-science-in-engineering/
In September 2016 the undergraduate Data Science program will also start, in cooperation with Tilburg University.
I have a similar requirement. can you help me in finding more good colleges related to this field.
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We have been offering courses in Big Data and Data Analytics for quite some time in our multi-disciplinary Mathematics, Statistics and Computer Science department. This fall we began offering a specialization in “Big Data and Data Analytics” within our MS in computing degree program. Our Computational Sciences program includes an MS and PHD that emphasizes scientific and engineering problems. It focuses on discovery, implementation, simulation, and application of math-based models to solve problems and predict outcomes. We also offer a Bioinformatics programs that deals with the use of big data and analytics in molecular, cellular, physiological and particularly, genetic systems.
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Cool lists! Personally, I recommend to take some local courses rather than going to college. It is because of cost. I have taken those courses to be a data scientist, and right now, I am pretty much familiar with some essential skills for being data scientist. http://www.thedevmasters.com/
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Great info ! All put together helps college goers make their decision a wiser way. i would like to recommend a few colleges providing Business Analytics Courses & Certification in India.
Great Lakes (Choose PGPM-Ex Admissions – Great Learning)
Sunstone Business school (Sunstone Business School-India’s largest management program for working professionals)
RVS Coimbatore IBM-backed specialization in Business Analytics. ( http://rvsimsr.ac.in/business-analytics.html )
SP Jain (Big Data And Analytics Program)
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The Mason School of Business at The College of William & Mary will be welcoming 50 students this fall into their newly launched MS in Business Analytics. The full-time one-year program focuses on business acumen, applied mathematics, computing technologies and communicating with an impact.
Hi all, I am interested in an online PhD program in Data Science/Analytics. I have searched a bit and can’t find any. Are there any online PhD programs out there in Data Science? If they aren’t what advice does anyone have for a professional in the work field that wants to acquire PhD while working? I currently work at the bank in modeling related area and hold a graduate degree in financial engineering. Many thanks!!
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Cal Poly offers an M.S. in Business Analytics program. Which is a full-time, on-site program completed in just 10 months. Masters Business Analytics
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