Uva data science acceptance rate

Is the GRE required?

The School of Data Science is now test-optional. Students may submit a GRE score but are not required to do so in order to apply. 

Will it hurt my chances for admission if I don’t submit a GRE test score?

No, the admissions committee takes a holistic view of applications and considers all components, including transcripts, grades on prerequisite courses, statement of purpose, resume, and letters of recommendation.

What is the minimum required GRE score?

There is no predetermined minimum required GRE score. 

What is the average GRE score?

We do not publish average GRE scores, but in the past, admitted students typically score at least in the 80th percentile on the quantitative section and 60th percentile on the verbal section. If you decide to submit a GRE score, keep in mind that the exam is only one part of the application.

Do you accept the GMAT or MCAT in place of the GRE? How do I submit my GMAT or MCAT score?

While the School of Data Science is now test-optional, students may choose to submit either the GMAT or MCAT in place of the GRE. To submit your test score, self-report your GRE, GMAT, or MCAT scores in the application.

Official scores are required to be sent only after admitted to the program. If you wish to have your official GMAT scores sent, request GMAC send an official score report to UVA, searching for “University of Virginia” and then selecting “Data Science” as the program. Official MCAT scores will be verified through the AAMC.

Do I have to submit TOEFL or IELTS scores?

The TOEFL/IELTS is not required of applicants who have or will have obtained an undergraduate degree entirely from an institution (or institutions) in which English is the primary language of instruction. All other international applicants must self-report either a TOEFL or IELTS score on the application. Both the IELTS Academic and IELTS General Training exams are accepted.

  • The School of Data Science does not require official test scores at the time of your application submission but will require that you send official scores if you matriculate as a student.
  • If you wish to have your official test scores sent, then TOEFL scores should be submitted via ETS using institution code B875 (no department code needed).
  • Official IELTS scores should be submitted electronically by the IELTS test center. 
  • No paper Test Report Forms will be accepted. No institution code or department code is needed. 
  • Please contact the test center directly where you took the IELTS test and request that your test scores be sent electronically using the IELTS system. 
  • All IELTS test centers worldwide are able to send scores electronically to our institution.

Are there minimum TOEFL and IELTS scores?

Yes, there are minimum English language test requirements in order to eligible to apply to the M.S. in Data Science program.

  • The minimum internet-based TOEFL score requirement is 100 (including section minimum scores of 22 in Speaking, 22 in Writing, 23 in Reading, and 23 in Listening). 
  • The minimum IELTS score requirement is 7.0 total with a minimum score of 6.5 in each section.

The admission committee will not consider applications with scores that do not meet the minimum requirements. The TOEFL/IELTS must be taken within the last two years to be considered valid. 

Sours: https://onlinedatasciencemasters.virginia.edu/program/faq/

Use data to solve complex problems

Learn the tools and techniques to to be leaders and pioneers in the field using data science to solve complex problems. Students in the M.S. in Data Science (MSDS) program are taught by world-class faculty with industry experience, collaborate on team capstone projects sponsored by corporate and government partners, and learn the importance of ethical and responsible data use to benefit the society and the common good.

In just 11 months and over 32 credit hours, learn essential data analytics topics like natural-language programming, machine learning, text analytics, and deep learning. The integrated curriculum combines hands-on learning with the application of sound data science principles, empowering you to solve real world problems and be a leader in the field. 

MSDS students join us from a wide range of disciplines and backgrounds, including astronomy, biology, business, computer science, engineering, economics, journalism, languages, mathematics, nursing, public policy, and statistics, among many others. A strong quantitative background is expected, as well as effective communication skills and a problem-solving mindset.

Program benefits:

  • Integrated curriculum that focuses on hands-on learning
  • Team capstone project to apply what you learn in the classroom
  • Faculty experts from across disciplines and departments
  • Vibrant cohort experience fostering collaboration and network-building
  • Connections with industry leaders and hiring companies
  • University of Virginia network of 250K+ alumni worldwide
  • Professional development opportunities

Skills necessary:

  • A problem-solving mindset
  • Working knowledge of discrete mathematical and statistical concepts
  • High-level of quantitative ability
  • Effective Communication Skills
  • Proficient at programming (Python or R language)

The M.S. in Data Science degree is also offered in an online format for working professionals or those seeking dual degrees at the University of Virginia.

Sours: https://datascience.virginia.edu/degrees/msds
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According to LinkedIn's most recent Emerging Jobs Report, data science is booming. It saw a 37% growth rate in 2020, and the data scientist is one of the top three fastest growing jobs for the third straight year.

By working with experts in diverse domains, applying data science to real-world issues, and learning both the practical application of data science and the principles behind it, our students are poised to become leaders and pioneers in the field.

Our goal is to educate students in data science throughout their academic journey—from undergraduate to professional. The School of Data Science currently offers residential and online M.S. in Data Science programs, as well as interdisciplinary dual degrees, including the MSDS/MBA, MSDS/MD, and the MSDS/PhD. A Minor in Data Science is also offered for undergraduate students, as well as a suite of professional programs for working professionals. 


Minor in Data Science

For undergraduate students at the University of Virginia, the Minor in Data Science prepares you for careers or postgraduate work using data skills.

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M.S. in Data Science

The University of Virginia meets the growing demand for skillful, agile data scientists with the 11-month residential M.S. in Data Science. 

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Online M.S. in Data Science

The Online M.S. in Data Science is a flexible, part-time program spanning five-terms, allowing you to balance work and school. 

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Dual Degrees

The School of Data Science and University of Virginia schools and departments offer several dual degree programs, including an MSDS/MBA, MSDS/MD, and MSDS/PhD.

Learn More


Professional Programs (Non-Degree)

The School of Data Science provides numerous executive education opportunities to industry leaders and professionals in a broad range of fields. Our options include credit and noncredit, customizable content, flexible formats and varied learning environments.

Learn More


Sours: https://datascience.virginia.edu/academics

The Master's in Data Science at UVA Tackles More Than Just Tech

In 2013, the University of Virginia (Main Campus) in Charlottesville opened the Data Science Institute, a first-of-its-kind academic research institution dedicated to advancing data science knowledge and training the next generation of data scientists. In 2019, the institute was redesignated the UVA School of Data Science (SDS), a transformation Provost Liz Magill described as "positively thrilling… The SDS is on the cutting edge of an emerging field… and we are at the leading edge."

SDS offers innovative STEM-focused on-campus and online Master of Science in Data Science (MSDS) degree programs. It's working to develop undergraduate, PhD, certificate, and executive education pathways as well. The school delivers a rigorous, highly technical education but doesn't merely crank out rigid number-crunchers. Rather, he UVA approach to data science is elegant and inclusive. As the school's website explains, "Data tells a story—and our students know how to see it and share it by asking the right questions and understanding how to find the best solutions."

Accordingly, the curriculum covers more than advanced analytics and programming. Students pursuing a master's in data science at UVA exercise their creativity, ponder ethical issues and the meaning of integrity in data science, work collaboratively, and solve real-world challenges.

Intrigued? In this article about pursuing a master's in data science at UVA, we cover:

  • What sets the University of Virginia School of Data Science apart
  • The format of UVA's Master of Science in Data Science (MSDS)
  • Dual degree options offered UVA's data science department
  • How to get accepted into this program
  • Research and innovation opportunities at the University of Virginia
  • The School of Data Science's academic and industry partners
  • Tuition and financial aid options
  • How UVA supports its data science master's graduates

What sets the University of Virginia School of Data Science apart

Students enrolled in the UVA School of Data Science benefit from:

  • An integrated curriculum that includes ethics, project management, and proposal writing. Faculty from multiple departments expose students to a varied range of perspectives.
  • Hands-on learning experiences, including a capstone project designed around student interests and evaluated by faculty members from different disciplines. Students tackle challenges like using AI to diagnose diseases or mining social media data to assess the threat posed by extremist groups.
  • A vibrant cohort experience that emphasizes teamwork. Students pursuing data science degrees at UVA build strong relationships while honing their practical skills.
  • Funding for professional development that's part of the school's robust career support. Data science students at UVA can attend conferences, pursue data science certifications, and more without paying out of pocket.
  • A diversity of student backgrounds in each cohort. Incoming MSDS students have degrees in not only computer science, but also English, biology, nursing, public policy, computer science, astronomy, journalism, German, and more.

The format of UVA's Master of Science in Data Science (MSDS)

Students at UVA currently have two degree options: a full-time 32-credit 11-month program on the UVA campus and a flexible 32-credit online data science program that typically takes two years to complete. Regardless of format, the curriculum consists almost entirely of core courses delivered in a specific sequence. Students begin by mastering foundational programming languages, computation, and linear modeling, then transition into classes focused on more advanced skills.

Classes in the on-campus curriculum include:

  • Bayesian Machine Learning
  • Data Mining
  • Ethics of Big Data
  • Foundations of Computer Science
  • Linear Models for Data Science
  • Machine Learning
  • Practice and Application of Data Science
  • Programming and Systems for Data Science

Students in the on-campus master's in data science program also choose two three-credit electives under the program director's guidance. Options include:

  • Biomedical Cloud Computing
  • Database Systems
  • Longitudinal Data Analysis
  • Parallel Computing
  • Selected Topics in Systems Engineering (e.g., Reinforcement Learning, User Experience Design, Sensors & Perception, Bioinformatics)
  • Special Topics in Computer Science (e.g., Text Mining, Cloud Computing, Vision & Language, Artificial Intelligence)
  • Theory of Computation
  • Time Series Econometrics

The online master's in data science offers an identical curriculum. The main difference is that distance learners take Big Data Analytics and Exploratory Text Analytics in place of the two electives. Additionally, work on capstone data science projects starts in the second term for students on-campus and in the fourth term for students in the online program.

Dual degree options offered UVA's data science department

The UVA School of Data Science has three dual degree pathways:

  • A two-year MBA/MSDS program offered in partnership with the University of Virginia Darden School of Business. The program covers not only the technological side of data science but also its applications in entrepreneurship, consulting, and other areas of business.
  • An 11-month MSDS/PhD program offered in partnership with the University of Virginia School of Medicine that's designed for MD candidates. The program looks at how data science tools and techniques can be used in the field of medicine.
  • A non-specific PhD/MSDS program offered in partnership with various schools and departments at UVA designed for all students who want to apply data science in their fields.

How to get accepted into this program

You don't need to have an undergraduate degree in computer science or analytics to apply to the UVA data science program. Consequently, students come from a variety of undergraduate backgrounds.

Even so, applicants are expected to have not only a bachelor's degree but also specific foundational knowledge. Students accepted into the program must take and pass the following prerequisite courses before the start of the program:

  • Introductory Programming
  • Introductory Statistics
  • Linear Algebra or Matrix Algebra
  • Single Variable Calculus

Applicants must also submit transcripts and GRE scores, GMAT scores, or—surprisingly—MCAT scores. UVA does not publish the average GPA for admitted students and, according to the program website, there is no predetermined minimum required GRE score. The university doesn't offer GRE waivers except in cases where an applicant has remarkable work experience, but unlike many institutions, it accepts older scores. The School of Data Science stresses in its application guidelines that "the GRE is only one part of the application."

Research and innovation opportunities at the University of Virginia

The UVA School of Data Science is a research institution, so it should be no surprise that students in the MSDS program participate in research exploring real-world problems. The school regularly pairs teams of graduate students with industry, academic, and community sponsors to tackle challenges in academic and professional arenas using the information contained in large data sets.

Funded by a grant from the National Institute of Justice, one research team used machine learning to investigate how women are radicalized to commit acts of terrorism online. Other students helped develop Scholia, a wiki-type tool that makes academic research more accessible. Students sometimes launch their own collaborative, multi-disciplinary research projects as part of the Presidential Fellowships in Data Science program.

The School of Data Science's academic and industry partners

The School of Data Science maintains strong relationships with employers, many of which participate in the capstone projects course as industry partners. Representatives from these companies also make regular campus visits as guest lecturers, event speakers, workshop hosts, conference VIPs, and recruiters. As a result, UVA alumni who graduate from the on-campus program and the online MS program work at top-tier companies like Amazon, Capital One, MITRE, Morgan Stanley, McKinsey, Deloitte, Meetup, and Northrop Grumman. Some go to work for government agencies like the CIA and NIH.

Tuition and financial aid options

The cost of the UVA MSDS is on par with other data science master's programs. The total cost for Virginia residents is about $35,264. Out-of-state students pay $49,976. That's not exactly cheap, but when you consider that many of the top data science master's programs cost $70,000 or more, it starts to look like a real bargain.

On the other hand, be aware that the figures above don't include books or materials, living expenses, and the very real cost of taking time off work to pursue a degree. UVA students pursuing the master's in data science can access all the usual financial options, including federal student aid, scholarships, grants, and loans, and about 25 percent of incoming students receive some kind of need-based fellowship.

How UVA supports its data science master's graduates

UVA's School of Data Science does a lot to support students before and after graduation and set them up for career success. Students benefit from:

  • Alumni referrals
  • Career fairs
  • Career-readiness bootcamps
  • Career treks to San Francisco, New York City, and Washington, DC
  • Data science meetups
  • Industry-led talks
  • LinkedIn and GitHub reviews
  • Networking happy hours in tech hubs
  • One-on-one career coaching
  • Package negotiation training
  • Professional development funding
  • Professional development workshops
  • Resume reviews
  • Skills development workshops
  • Technical interview prep sessions

The bottom line is that what UVA is doing in the School of Data Science works. According to the school's most recent employment statistics, 100 percent of graduates are employed and have titles like data science, senior data analyst, data engineer, and data science developer. The average starting salary of MSDS graduates is about $87,000, and the average signing bonus is close to $10,000. Given that UVA offers one of the more affordable data science master's degrees out there, the data suggests that pursuing your degree at this school could be highly beneficial to your career.

Questions or feedback? Email [email protected]

Sours: https://www.noodle.com

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