University of the Cumberlands MS in Artificial Intelligence

The University of the Cumberlands Master of Science in Artificial Intelligence is a 31-credit online program built around machine learning, deep learning, natural language processing, generative AI, and applied AI. The curriculum also covers AI ethics, data visualization, business use cases, and a final capstone. Its low published graduate tuition makes it one of the more affordable dedicated AI master’s programs available online.

Quick Facts

SchoolUniversity of the Cumberlands
LocationWilliamsburg, Kentucky
DegreeMS in Artificial Intelligence
Credits31
FormatOnline
Tuition$11,005 estimated at $355 per credit
LengthAbout 2 years full time
AI focusMachine learning, deep learning, NLP, generative AI, applied AI, and ethics

Curriculum

The 31-credit curriculum consists of ten subject courses and a capstone. All listed courses are required, so students follow a focused path rather than selecting a concentration.

  • MSAI 511: Introduction to Artificial Intelligence
  • MSAI 531: Neural Networks and Deep Learning
  • MSAI 532: Natural Language Processing
  • MSAI 544: Application of AI in Healthcare
  • MSAI 578: Data Visualization
  • MSAI 599: Transforming Business with Artificial Intelligence
  • MSAI 630: Generative AI with Large Language Models
  • MSAI 631: Artificial Intelligence for Human-Computer Interaction
  • MSAI 632: Application of AI in Risk Management
  • MSAI 633: Ethics in Artificial Intelligence
  • MSAI 699: Capstone Course

The course mix balances technical AI subjects with industry applications. Healthcare, risk management, business transformation, and human-computer interaction courses show how organizations use AI, while neural networks, NLP, and large language models provide the program’s main technical depth.

Credits and Program Length

Students complete 31 credit hours. Cumberlands states that the program typically takes about two years of full-time study, although the exact schedule can vary by course load.

The compact credit requirement keeps the degree close to the standard 30-credit structure used by many online technology master’s programs. Students should ask the university how many courses they may take per bi-term and whether every required course is offered in each academic cycle.

Tuition and Cost

Cumberlands lists online master’s tuition at $355 per credit hour. Multiplying that rate by 31 credits gives an estimated tuition cost of $11,005 for the full MSAI.

The university’s One Price Promise includes digital textbooks, technology services, academic resources, library access, and standard fees in the published online graduate rate. The estimate does not include personal expenses or any future tuition increases. Active military members and veterans may qualify for the university’s lower published graduate rate of $315 per credit, which would reduce estimated tuition to $9,765.

Admissions

University-wide graduate admission requirements call for a completed application, official transcripts showing an earned bachelor’s degree, and a minimum 2.5 GPA on a 4.0 scale. Conditional admission may be available for some online applicants.

Applicants whose first language is not English may need to submit proof of English proficiency. The university publishes minimum scores of 4 on the updated TOEFL scale, 6 on IELTS, or 100 on Duolingo, subject to its stated waiver rules. Prospective students should confirm whether the MSAI expects prior programming, mathematics, statistics, or computer science coursework because the public program page does not list separate technical prerequisites.

Machine Learning and AI Focus

This degree has a clear and substantial AI focus. Neural networks and deep learning cover core model concepts, while NLP and generative AI address language systems and large language models. The introductory AI course supplies a broader foundation, and the capstone gives students a place to combine skills in a final project.

The program also gives unusual attention to applied AI settings. Courses address healthcare, risk management, business change, and human-computer interaction. This structure may suit professionals who want to deploy AI within an organization more than students seeking a theory-heavy computer science or research degree.

Online Format

Cumberlands identifies the MSAI as an online program. The format supports working professionals and students who cannot relocate to Kentucky. The university does not advertise a campus residency for this standard online degree; its separate executive programs use a different delivery model and tuition rate.

Capstone and Applied Work

The required MSAI 699 Capstone Course closes the program. The university describes the curriculum as hands-on and focused on implementing AI solutions in real settings. Applicants who need a thesis for doctoral preparation should confirm that the applied capstone meets their goals, since the published curriculum does not list a thesis option.

Who Is This Program Best For?

The Cumberlands MSAI is best for working professionals who want a low-cost, fully online AI degree with direct coverage of neural networks, NLP, generative AI, and applied business uses. It may also fit analysts, IT professionals, developers, and managers who want to move into AI projects without paying the higher tuition charged by many private universities.

Students who want extensive mathematics, advanced machine learning theory, a research thesis, or many electives may prefer a computer science or data science program with more room for specialization. This program follows a set curriculum and places clear weight on practical AI deployment and organizational use cases.

Bottom Line

University of the Cumberlands offers a strong value for students who want a dedicated online artificial intelligence master’s. The program requires 31 credits, takes about two years, and has estimated tuition of $11,005. Its strongest subjects include deep learning, NLP, generative AI, ethics, and applied AI, with a capstone that brings the curriculum together.