Penn is transforming AI education through multidisciplinary programs at all levels, from our recently launched AI major to our MSc, PhD and online programs in Data Science. AI may transform what it is we need to learn, while also posing risks unless professors and students adapt. Penn is leading innovations in enabling students to be well prepared for a career at a time when the impact of AI across fields is accelerating.
Penn is Taking the Lead on Education in AI
Undergraduate
Explore the dynamic world of data science and artificial intelligence through our undergraduate programs across schools. Dive into hands-on projects with world-class faculty and unlock the potential of cutting-edge technologies.
Artificial Intelligence, BSE
Penn Engineering; Offered In-Person; First Ivy League BSE in AI integrating CS, robotics, ethics, and data science.
Artificial Intelligence for Business Joint Concentration
Wharton School; New undergraduate concentration combining AI and business analytics.
Data Science and Analytics Minor
School of Arts & Sciences
Statistics and Data Science Concentration
Wharton School
Statistics and Data Science Minor
Wharton School
Data and Network Science Concentration
Annenberg School for Communication
Digital Humanities Minor
School of Arts & Sciences
Survey Research & Data Analytics Minor
School of Arts & Sciences
Certificate in Digital Strategies (Online)
School of Arts & Sciences
Certificate in Data Analytics (Online)
School of Arts & Sciences
Graduate
Master of Science in Engineering in AI (Online)
Penn Engineering; 10-course online master’s focused on classical AI, NLP, generative AI, and deep learning.
Artificial Intelligence Graduate Certificate (Online)
Penn Engineering; 4-course certificate in AI fundamentals, ML, NLP, and deep learning.
Certificate AI for Business (Executive Education Certificate; Online)
Wharton School; Short online program introducing AI strategy, ethics, and applications for business leaders.
Artificial Intelligence for Business MBA Major
Wharton School; STEM-certified MBA major focused on AI’s business applications, ethics, and leadership.
MSE in Data Science
Penn Engineering
MSE in Data Science (Online)
Penn Engineering
M.S.Ed. in Learning Analytics and Artificial Intelligence (Online)
Graduate School of Education; Focus on AI-driven learning analytics and educational data science.
Implementing AI in the Classroom Certificate (Online)
Graduate School of Education; Professional development certificate for educators on AI integration in education.
Master of Science in Biomedical Informatics (MSBMI)
Perelman School of Medicine; Includes courses in AI for Health, Advanced ML for Health, and NLP for Health.
Certificate in Biomedical Informatics
Perelman School of Medicine; Includes courses in AI for Health, Advanced ML for Health, and NLP for Health.
MS in Biostatistics
Perelman School of Medicine
Master of Health Care Innovation
Perelman School of Medicine
Master in Medicine (PSOM)
Perelman School of Medicine
MA in Statistics and Data Science
Wharton School
MBA in Statistics and Data Science
Wharton School
MSE in Data Science
Penn Engineering
Online and Hybrid Certificate in Artificial Intelligence, Industry, and the Law (Executive Education)
Penn Carey Law; Certificate program exploring the intersection of AI, regulation, and ethics.
Master of Urban Spatial Analytics (MUSA)
Weitzman School of Design; Interdisciplinary program integrating data science, ML, and spatial analytics for urban systems.
MSSP + Data Analytics for Social Policy
School of Social Policy & Practice (SP2); STEM degree combining social policy with data analytics and machine learning.
Certificate in Applied Data Ethics, Law, and the Social Good
School of Social Policy & Practice (SP2); Certificate emphasizing AI governance, data ethics, and responsible tech.
Talking with AI: Computational and Communication Approaches
Annenberg School for Communication; Graduate seminar on AI and communication theory (no certificate).
Doctoral
Learning Sciences and Technologies: PhD
Graduate School of Education
Statistics and Data Science: PhD
Wharton School
Biostatistics: PhD
Perelman School of Medicine
Epidemiology and Biostatistics: PhD
Perelman School of Medicine
GCB Genomics and Algorithms Track: PhD
Perelman School of Medicine
GCB Genomics and Algorithms Track: Dual Degree
Perelman School of Medicine
GCB Biomedical Informatics Track: PhD
Perelman School of Medicine
GCB Biomedical Informatics Track: Dual Degree
Perelman School of Medicine
Pedagogy at Penn
Center for Excellence in Teaching, Learning and Innovation
Teaching with AI (Wharton)
Online Learning at Wharton
Wharton Hack-AI-thon