University of Texas at Tyler MS in Computer Science

The University of Texas at Tyler offers a broad Master of Science in Computer Science that students can shape around artificial intelligence, machine learning, or data science. The curriculum includes dedicated electives in machine learning, applied deep learning, computer vision, data mining, and text analytics.

The UT Tyler MS in Computer Science is a campus program that the university says can be completed in two years. Students select a thesis or professional path and use electives to build depth in their chosen computing area.

UT Tyler MS in Computer Science Quick Facts

SchoolUniversity of Texas at Tyler
LocationTyler, Texas
DegreeMaster of Science in Computer Science
Credits30
FormatCampus
Published tuition estimate$16,560 for full-time, in-state, on-campus enrollment
Length2 years
OptionsThesis or professional
AI/ML focusMachine learning, deep learning, computer vision, data mining, and text analytics electives

Curriculum

The 2025–2026 graduate catalog lists a 30-credit curriculum. All students complete three core courses:

  • COSC 5330 Operating Systems
  • COSC 5350 Data Communication and Networks
  • COSC 5360 Database Design

Students then complete 15 elective credits in the thesis option or 21 elective credits in the professional option. AI, machine learning, and data science choices include:

  • CSCI 5350 Machine Learning
  • CSCI 5351 Applied Deep Learning
  • COSC 5356 Computer Vision
  • COSC 5371 Data Mining
  • CSCI 5343 Text Analytics
  • CSCI 5342 Sports Data Analytics

Other electives cover computer graphics, programming languages, advanced database design, computational theory, cybersecurity, cryptography, digital forensics, and mobile applications. Course availability can affect how narrowly a student can organize the elective portion around AI and machine learning.

Credits and Program Length

The current catalog lists both the thesis and professional options at 30 credits. UT Tyler says students can complete the degree in approximately two years. A typical full-time plan would require about 15 credits per academic year.

The university’s program webpage still describes the professional option as 36 credits. This conflicts with the current catalog, which lists it as 30 credits. Applicants should confirm the required total with the department before enrolling.

Tuition and Cost

UT Tyler publishes estimated tuition of $16,560 for full-time, in-state, on-campus enrollment on the program page. The university notes that tuition varies by delivery method and the number of hours taken each semester. The page does not provide a separate nonresident program total.

Students should use the university’s current tuition resources and calculator to confirm charges for their residency and enrollment schedule. The final cost may include mandatory fees, course charges, books, and living expenses.

Admissions

Applicants must hold a bachelor’s degree and show satisfactory performance in advanced undergraduate work. The program expects prior computer science coursework equivalent to COSC 1337, COSC 2315, and COSC 2336, plus six credit hours of calculus. Students without this preparation may need prerequisite courses before starting graduate-level computer science work.

The published requirements also list official transcripts, demonstrated English proficiency, and a satisfactory GRE General Test score. UT Tyler allows up to nine approved graduate transfer credits with grades of B or better. Departmental approval is required.

Machine Learning and AI Focus

UT Tyler has a meaningful machine learning and AI connection, but it is not a dedicated AI degree. The required core covers general computer science, while students create an AI-focused plan through electives. The available sequence can include Machine Learning, Applied Deep Learning, Computer Vision, Data Mining, and Text Analytics.

The program page also identifies Artificial Intelligence, Machine Learning, and Data Mining as specialization areas. Students should confirm which courses will run during their expected enrollment period because the catalog does not define a fixed, named AI concentration with its own required course sequence.

Campus Format

UT Tyler presents this MS as an on-campus program in Tyler. The university does not identify a fully online completion option on the official program page. Students who need remote study should compare it with Texas programs that explicitly offer an online AI, data science, or computer science master’s.

Thesis and Professional Options

The thesis option includes six thesis credits through COSC 5395 and COSC 5396. It fits students who want supervised research or may pursue doctoral study. The professional option replaces the thesis with additional coursework and offers more room for AI and data science electives.

Who Is This Program Best For?

This program is a strong fit for students who want a traditional computer science master’s with flexibility to study machine learning and AI. It may suit applicants who want to combine AI courses with systems, databases, software, or cybersecurity instead of completing a narrowly prescribed AI curriculum.

Students who want every course centered on AI may prefer a dedicated MS in Artificial Intelligence. UT Tyler is also less suitable for students who require a verified online format.

Bottom Line

UT Tyler offers a 30-credit, two-year MS in Computer Science with enough elective depth to build a meaningful AI or machine learning focus. Machine learning, deep learning, computer vision, data mining, and text analytics make it a valid addition to this directory. Its main limits are the campus format, the general computer science core, and the conflicting professional-track credit totals published by the university.