University of North Texas MS in Artificial Intelligence

The University of North Texas offers a Master of Science in Artificial Intelligence through its College of Engineering. Students can complete the 33-credit degree online or on campus in Denton and choose focused study in machine learning, autonomous systems, or biomedical engineering.

Quick Facts

FactDetails
SchoolUniversity of North Texas
LocationDenton, Texas
DegreeMS in Artificial Intelligence
Credits33 credits; 11 classes
FormatOnline or Campus
Estimated tuition and feesAbout $18,700 for Texas residents
Length2 years online; UNT lists 2–3 years overall
ConcentrationsMachine Learning, Autonomous Systems, and Biomedical Engineering

Curriculum

UNT describes a curriculum that combines foundational computing with advanced work in deep learning, machine learning, big data, data science, and feature engineering. The graduate catalog contains the official degree requirements and current course options.

Featured courses: Machine Learning; Introduction to Big Data and Data Science; Data Mining; Scientific Data Visualization; Systems Modeling and Simulation; and AI for Wearables and Healthcare.

The course mix supports both general AI preparation and applied work. Machine Learning covers supervised regression and classification methods, large feature sets, and ensemble methods. Data Mining covers classification, clustering, association rules, and outlier detection.

Credits and Program Length

The degree requires 33 credit hours across 11 classes. UNT Online states that students can complete the online program in two years. The university’s main degree page gives an estimated completion range of 2–3 years for the program as a whole, which allows for different course loads and delivery choices.

Tuition and Cost

UNT Online estimates $18,700 in Texas-resident tuition and fees for the 33-credit program. This is a university-published estimate rather than a guaranteed fixed price, and UNT notes that the amount is subject to change and varies by residency.

Students should use the university’s tuition estimator for a current personal estimate. Nonresident pricing can be higher, and final charges may vary by course schedule, residency, delivery location, and university fees. Books and living expenses are separate.

Admissions

The program is open to students with foundational programming experience and to applicants from other STEM fields. Students who need more preparation may complete bridge coursework such as Software Development for Artificial Intelligence and Fundamentals of Artificial Intelligence.

Applicants submit through UNT’s graduate admissions process. Prospective students should confirm current transcript, application, English-language, and department requirements before applying because requirements can vary by academic background and applicant type.

Machine Learning and AI Focus

This is a dedicated artificial intelligence degree with substantial machine learning content. Students learn how to build, train, validate, refine, and maintain AI systems. UNT also highlights experience with deep learning and the fine-tuning of large language models for specific domains.

The Machine Learning concentration provides the closest fit for students who want broad preparation for machine learning engineering or data science. The Autonomous Systems concentration connects AI with modeling, simulation, robotics, and intelligent systems. The Biomedical Engineering concentration applies AI and machine learning to health data, wearable devices, and related engineering problems.

Online or Campus Format

UNT offers the full MS in Artificial Intelligence online and in person. The online option gives working students a direct path to the same 33-credit degree, while the Denton option provides campus access to the Department of Computer Science and Engineering, faculty research, and engineering facilities.

Online students should review the term schedule before choosing a concentration because advanced elective availability may differ by semester and format.

Concentrations and Research

Students can focus their studies in Machine Learning, Autonomous Systems, or Biomedical Engineering. UNT also emphasizes faculty research engagement and applied work, which can help students connect course concepts with current AI problems.

The best concentration depends on the intended role: Machine Learning for model development and data science, Autonomous Systems for intelligent machines and simulation, or Biomedical Engineering for AI applications in healthcare and wearable technology.

Who Is This Program Best For?

Online professionals: The 33-credit online route can be completed in about two years.

Texas residents: UNT estimates resident tuition and fees at about $18,700, placing the degree below $20,000 at the current estimate.

Machine learning students: The dedicated Machine Learning concentration offers more depth than a general degree with one or two AI electives.

Applied AI students: The Autonomous Systems and Biomedical Engineering concentrations support focused work beyond general machine learning.

Applicants without a solid programming foundation should plan for possible bridge coursework. Students seeking the lowest possible online price should also compare UNT with fixed-price programs, since UNT’s $18,700 figure is an estimate and can change.

Bottom Line

The University of North Texas offers a focused, flexible MS in Artificial Intelligence with clear machine learning depth. The 33-credit degree is available online or in Denton, takes about two years online, and has estimated Texas-resident tuition and fees of $18,700. Its three concentrations give students useful choices across general machine learning, autonomous systems, and biomedical AI.