Master's Program Review

University of North Texas Online Master of Science in Artificial Intelligence

M.S. program at University of North Texas in Denton, TX, fully online. It ranks 35 of 49 online master's programs in our methodology.

Online Program Score

60.7

Ranks 35 of 49 at this level

Credits

33

Semester credits

Format

Fully Online

Verdict

Our Verdict on the M.S.

This is a low-cost online master's degree in artificial intelligence (AI), with a small graduate certificate you can try first. UNT estimates $18,700 for a Texas resident across the whole program. It's a value pick, not a prestige pick.

The University of North Texas (UNT) is a public university in Denton, Texas. Its online Master of Science in Artificial Intelligence takes 33 credit hours, and UNT says students can finish in two years, with a stated range of two to three years. The program is fully online.

UNT offers three concentrations: Machine Learning, Biomedical Engineering and Autonomous Systems. That's the main way to shape the degree. A student who wants to build models can take the machine learning route, while someone interested in healthcare can look at the biomedical option.

UNT also notes that this is a STEM-designated master's program.

Online

The Online Format

UNT lists the program as fully online. Ask whether classes are live or self-paced, how many terms you get each year and how many courses you'd take at once. At 33 credit hours over two to three years, you'd be taking a part-time load, so ask whether you can slow down in a busy semester without losing your spot.

Time to Finish
24 to 36 months

Source: online.unt.edu (format and schedule), verified September 30, 2026

Fit

Who Should Apply, and Who Should Not

Who It Fits

  • You're a Texas resident who wants a master's in AI at a public-university price. UNT's $18,700 estimate is for Texas residents.
  • You're not sure you want the full master's yet. The 12-hour graduate academic certificate in AI costs less, and all 12 credit hours can count toward the master's.
  • You have a STEM background, or you're willing to take the bridge courses UNT offers in programming and AI fundamentals.
  • You're interested in healthcare or autonomous systems and want a concentration that points that way.

Who Should Skip It

  • You live outside Texas. UNT says the estimate varies by state residency, so your bill could look different from the $18,700 figure.
  • You want a name-brand credential. Programs like Penn's online engineering master's carry that kind of recognition, and they cost more.
  • You need a program that has a published capstone or thesis project. We didn't find one on UNT's program page.

Curriculum

Three Concentrations and the Core Courses

UNT lists notable courses in Introduction to Big Data and Data Science, AI for Wearables and Healthcare, Data Mining and Machine Learning. The mix points to a program that treats AI as an applied data discipline, with the wearables and healthcare course showing up where the biomedical concentration would lead.

The three concentrations are Machine Learning, Biomedical Engineering and Autonomous Systems. UNT also offers bridge courses in programming and AI fundamentals for students coming from other backgrounds. If your undergraduate degree isn't in computer science, ask which bridge courses you'd need and whether they add to the 33 credit hours or sit on top of them.

Courses the School Names

  • Introduction to Big Data and Data Science
  • AI for Wearables and Healthcare
  • Data Mining
  • Machine Learning

Standout Features

  • Fine-tune large language models for specific domains; curriculum structured to foster student engagement in research
  • STEM-designated master's program
  • The 12-hour online graduate academic certificate in AI is an alternative pathway, and its 12 credit hours apply toward the master's
Concentrations
Machine Learning, Biomedical Engineering, Autonomous Systems

Source: online.unt.edu (curriculum and experience), verified September 30, 2026

Cost

Tuition and Fees

UNT estimates $18,700 in tuition and fees for a Texas resident across the full 33-credit program. That's an estimate, and UNT says it varies by state residency, so ask the bursar's office for the out-of-state number if you don't live in Texas.

The graduate certificate is the cheaper way in. UNT's online graduate academic certificate in AI has 12 credit hours, and UNT estimates $7,600 in tuition and fees for a Texas resident. All 12 credit hours apply toward the master's if you decide to continue.

Credits Required
33 credits
Fees and Notes
UNT estimates $18.7K in tuition and fees for a Texas resident across the full program; the estimate varies by state residency.

Source: online.unt.edu (cost and aid), verified September 30, 2026

Credentials

Accreditation and Where It Leads

The degree is a Master of Science (M.S.), and UNT describes it as STEM-designated. That label can matter for students on certain visa types, so ask UNT's international office exactly what it means for you before you plan around it.

Where this degree can lead: Data Scientist Jobs, Jobs You Can Get With an AI Degree.

Score

Where It Loses Points

Each factor is scored 0 to 10 against other online master's programs. The weights are the same for every program, and the overall score is relative to the top online master's program, which scores 100.

  • Outcomes25% of score 2.1 / 10

    61% of students graduate (school-wide, IPEDS)

  • Online Flexibility20% of score 6 / 10

    Fully online

  • Program Depth10% of score 6 / 10

    3 concentrations, 3 standout features

  • Track Record15% of score 9.8 / 10

    413 Master's completions a year in this field (IPEDS)

Online Program Score 60.7 / 100

Darker bars mean stronger factor scores. Every bar also shows its number.

The full rubric is on the methodology page.

Trade-Offs

Drawbacks to Weigh

  • The cost figure is an estimate for Texas residents. Non-residents have to ask for their own number.
  • At two to three years, the full program is a long commitment to carry alongside a job.

Before You Apply

Questions to Ask University of North Texas Before You Apply

  • What's my total tuition and fees as a non-Texas resident?
  • Do the bridge courses count toward the 33 credit hours, or are they extra?
  • Is there a capstone, thesis or project, and what have students built?
  • How many of the three concentrations run online every year?
  • If I start with the 12-hour certificate, do I need to apply again for the master's?
  • Are classes live, or can I work on my own schedule?

School

About University of North Texas

Degree
M.S., Master's
School
University of North Texas, Denton, TX
Institution Type
Public
Delivery
Fully Online

Source: online.unt.edu (program and school), verified September 30, 2026

Graduation Rate
61%
Admit Rate
72%
Total Enrollment
46,864
Master's Completions a Year in This Field
413
Campus Setting
City

Source: nces.ed.gov (school data from ipeds), verified September 30, 2026

Rankings

Rankings This Program Appears In

Rank is the program's position among the online programs on that list at its degree level.

Same School

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Frequently Asked Questions

Is University of North Texas's Online Master of Science in Artificial Intelligence a Good Program?

How Much Does UNT's Online AI Master's Cost?

How Long Does the UNT AI Master's Take?

Can I Start With a Certificate Before the UNT AI Master's?

What Concentrations Does the UNT AI Master's Offer?

Sources

All sources retrieved .