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Computer Science MS

17吃瓜在线 East Campus in spring.

Join our results-focused听MS program and develop the credentials employers want in one of the world's top markets for tech talent.听

Our program trains students of diverse backgrounds 鈥 computer science majors and those pivoting into the field 鈥 through a common core curriculum and听specializations in applied computer science, cybersecurity, game and computational media, or data science. Students may receive funding as research assistants working with professors听or in other university roles.
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At a Glance

  • Mode of Study
    On campus
  • Time to Complete
    18 mos. or your own pace
  • Course Scheduling
    Variable, mostly afternoons and evenings
  • Requirements
    30 credits with capstone
  • Tuition and Funding
    $2000 per credit. All applicants automatically considered for merit scholarships; visit听Tuition and Funding.
  • Admissions
    Start in fall or spring; no GRE scores or tech degree required: Admission and Requirements.

搁别蝉别补谤肠丑听叠谤别补诲迟丑

Current Research听areas include computational science and signal听processing; cybersecurity, data science, AI, and machine learning; neuroscience, visual/tactile perception, and DNA sequencing; game design, illusions, and social simulations.

DC Career Launch

The DC tech sector of federal and state agencies, NGOs, higher ed, and听contractors/consultancies听offers max career choice 鈥斕齱ith triple听the national concentration of computer science jobs and starting salaries for MS graduates over $100K.

Responsible AI

Machine Learning Evaluation Towards Reliable and Responsible AI.17吃瓜在线 profs Nathalie Japkowitz and Zois Boukouvalas release new work on robust evaluation methods, November 2024 on Cambridge UP:
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Specialize Your Studies

Image synthesis process visualized by intermediate tRGB layers.
Image synthesis process for visualizing translucency from student Chenxi Liao of Professor Xiao's Computational Material Perception Lab.

The MS program听offers students 4听specializations:

  • Applied Computer Science
  • Cybersecurity
  • Data Science
  • Game and Computational Media

Students choose their specialization while completing a 5-course common core. Starting听in their penultimate semester, they begin work on an expansive听capstone project with theoretical or practical听options: Internship and Project,听Project, or Thesis.

Beyond the capstone, students may work with faculty听projects and听labs, including the 17吃瓜在线 Game Center and Game Studio (for persuasive play and interactive media); Design and Build Lab (prototyping and digital fabrication); Data Science Lab (machine learning development and application); Lab for the Study of Sensation, Perception, Reality, and Illusion; and听Computational Material Perception Laboratory (applying human perception principles to improve machine perception). Our students听intern with a range of local, national, and international firms, often on campus or arranged through 17吃瓜在线 alum networks.

Recent student projects and internships include
听

Projects

  • Prediction of Breast Cancer Recurrence with Machine Learning
  • Music as a Memory Enhancer: A Music Therapy Web Application for Dementia Patients
  • Pocket Legal: Exploring Open-Access API Content & Features to Create a Legal Literacy Dashboard
  • Adopt A Pixel Project: Developing Useful Products to Boost Effective Learning for NASA GLOBE (Global Learning and Observations to Benefit the Environment)

Internships

  • DealRoom: Machine Learning Intern building machine-learning prototype on AWS Sagemaker for a model that will analyze and rationalize trends in the M&A landscape for the recent 100 years.
  • Workday: Technology Analyst assisting with enterprise-level implementation of finance, budget, and HR software applications.
  • Reep Technologies: Machine Learning Intern testing machine learning results quality and developing protocols.

Curriculum

Students progress through three phases of the program for the required 30 credits:

  • 5 core courses: 621 Design/Organization of Programming Languages; 634听Database Management Systems; 650听Software Engineering; 665 Operating Systems;听and 668 Artificial Intelligence.
  • 6-credit听Capstone with three options: Internship and Project, Project, or Thesis
  • 9 elective credits in their chosen specialization:

Applied Computer Science

  • /

Cybersecurity

Data Science

Game and Computational Media

Visit our Admission and Course Requirements听page for complete curricular听and admission听details, and guidance for international students.

Spotlight: Yanet Yilma

Yanet Yilma.鈥The community at 17吃瓜在线 is tight knit. It鈥檚 easy to contact professors, conduct independent studies, and participate in faculty research. Professors within the program explore many different areas of studies, so it is easy to learn from them and obtain internship and career opportunities through their advice and recommendations. 鈥
鈥Yanet Yilma, MS Computer Science alumna 鈥23

Career Outlook

The Bureau of Labor Statistics reports a median annual salary over听$145,000听for Computer Scientists with starting salaries for MS graduates exceeding $100,000 nationwide as of 2023 (typically a 30-50% higher than starting salaries with bachelor's degrees).听The DC metro area has triple the national听concentration of jobs听and job growth projected above the 26% national rate over the next decade.

In DC and surrounding areas, you'll be able to take advantage of the concentration of federal and state agencies, private contractors and consultancies, business, NGOs 鈥 and 17吃瓜在线's active alumni network 鈥 to find career choices you want. Recent graduates have gone on to a range of positions at firms including

  • Adobe Systems Incorporated
  • Amazon Web Services, Inc.
  • Applied Research in Acoustics LLC
  • Association for Women in Science
  • Boeing
  • Colas USA
  • CyberData Technologies, Inc.
  • GEICO
  • Google
  • Guidehouse Defense & Security
  • ICANN
  • International Child Art Foundation
  • Lockheed Martin
  • Numero Data
  • Pew Research Center
  • TecArtists
  • US听Air Force
  • United Technologies
  • Walmart Labs
  • Williams-Sonoma, Inc.

What You'll Walk Away With

  • Programming skills: proficiency in at least one of Java, Python, or C++, in addition to R, SQL, JavaScript, Tidyverse, or Julia, and a strong understanding of programming principles, algorithms and data structures.
  • Software development skills: design, develop, and implement software systems, including requirements analysis, design, implementation, testing, database management, and deployment.
  • Communication and teamwork skills: practical experience with technical documentation, including testing, security, and maintenance planning; competence with position or research papers and case studies; ability to collaborate with both technical and non-technical colleagues.
  • Cybersecurity: ability to stay up to date on evolving risk management, cyber-attack, and digital forensic trends and techniques; advanced understanding of network security protocols, technologies, tools, and best practices; demonstrable expertise with computer vision, crypto algorithms, and legal or ethical standards.
  • Data Science: create ethical, data-driven solutions for real problems in diverse fields; collect, clean, and organize large amounts of data from open data sites, through APIs, via web scraping or from SQL-based databases; develop reproducible analyses


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