

The Data Science and Artificial Intelligence Bachelor of Science program at the University of Miami is a forward-looking, four-year full-time degree designed for students who want to lead the future of intelligent systems and data-driven innovation. This program provides a powerful combination of mathematical modeling, machine learning, programming, and statistical analysis, enabling students to harness large-scale data for practical and strategic insights. It focuses not only on developing technical expertise but also on critical thinking and ethical responsibility in AI applications, addressing challenges such as bias, transparency, and societal impact.
Throughout the program, students explore core areas such as supervised and unsupervised learning, natural language processing, computer vision, and deep learning. Courses are enriched with real-world datasets, lab-based assignments, and collaborative projects that simulate industry practices. The interdisciplinary nature of the curriculum bridges computer science, statistics, and applied mathematics, while offering flexibility to explore domains like healthcare, finance, robotics, or environmental science. Supported by faculty with research and industry experience, students graduate with the practical skills and theoretical depth to design, deploy, and evaluate advanced data and AI systems across various sectors.
Year 1 – Foundations in Computing and Mathematics
• Introduction to Data Science
• Calculus I & II
• Introduction to Programming
• Foundations of Statistics
Year 2 – Core Tools and Techniques
• Linear Algebra for Data Science
• Data Structures and Algorithms
• Probability and Inference
• Introduction to Artificial Intelligence
Year 3 – Machine Learning and Specializations
• Supervised and Unsupervised Learning
• Database Systems and Data Engineering
• Natural Language Processing or Computer Vision
• Ethics in AI and Data Science
Year 4 – Application and Capstone Work
• Deep Learning
• Capstone Project in Data Science and AI
• Electives in Robotics, Healthcare Analytics, or Financial AI
• Internship or Applied Research Experience
Graduates of the Data Science and Artificial Intelligence program are exceptionally well-prepared for high-demand roles in today’s tech-forward economy. Career paths include positions such as data scientists, machine learning engineers, AI specialists, business intelligence analysts, or data engineers in industries like technology, healthcare, finance, transportation, and public policy. Many also join startups, research labs, or governmental agencies working on innovation and large-scale problem solving. For those interested in further study, the program serves as a strong foundation for graduate programs in computer science, AI, data analytics, or computational sciences. With a versatile and future-ready skill set, graduates are equipped to lead projects that shape the direction of intelligent technology and data innovation.
The University of Miami’s Data Science and Artificial Intelligence program offers a cutting-edge education rooted in real-world application and ethical responsibility. Students benefit from access to modern computing labs, experienced faculty, and interdisciplinary research opportunities that simulate industry demands. The curriculum balances core theory with applied problem-solving, enabling students to gain hands-on experience with real data and AI development tools. With mentorship, internship pathways, and flexibility to explore specialized fields, this program cultivates both technical excellence and innovation mindset. For students ready to solve complex challenges and build intelligent systems that matter, this program delivers the foundation and flexibility to lead in the age of data and AI.
For further information, please contact the admissions office at:
Phone: +1 305 284 2000
Email: admissions@miami.edu
Address: University of Miami, 1320 S Dixie Hwy, Coral Gables, FL 33146, United States