UNT’s AI Institute offers a suite of student research and experiential learning opportunities that empower learners at every level — from high school through graduate study — to engage in applied artificial intelligence and data science. Whether you’re developing your first ML model, tackling semester-long research, or competing in interdisciplinary challenges, these programs provide structured experiences, mentorship, and real outcomes.
Research Experiences for Undergraduates (NSF AI/DS Track)
A competitive summer research program focused on deep learning methods and applications
across domains. Participants work with faculty mentors on data-intensive AI research
projects and present their findings at the end of the program.
Who It’s For:
Undergraduate sophomores, juniors, and seniors with a strong quantitative interest.
What You Gain:
Hands-on research experience, mentorship, publication potential, and elevated AI skills.
Apply AI to Real-World Problems — Compete & Showcase Your Work
A semester-long, team-based competition where students design and implement AI/data
science solutions to problems from diverse domains. Final teams present and receive
awards based on creativity, technical execution, and real-world relevance.
Who It’s For:
Undergraduate and graduate students across majors.
What You Gain:
Cross-disciplinary collaboration, portfolio development, public presentation practice,
and recognition.
Immersive Undergraduate & Graduate Summer Experience
A structured summer research program where students collaborate with faculty on cutting-edge
AI research projects, attend seminars and professional development workshops, and
present outcomes at a summer symposium.
Who It’s For:
Undergraduates and early graduate students seeking deep engagement in research.
What You Gain:
Applied AI experience, mentorship, professional development, and research presentation
opportunities.
Visit the Faculty & Student AI Calendar for: