AI

AI Engineering Graduate Certificate

Engineering plays a unique and critical role in preparing a workforce skilled to meet the emerging demands of applying AI in real-world settings—bridging the gap between theoretical AI research and practical implementation.

Our college-wide  collaborative AI Engineering Graduate Certificate equips students with a strong foundation of practical, current skills in AI Engineering to meet today's workforce needs and prepares them to efficiently navigate and adapt to the rapidly evolving field.

View the requirements and curriculum

You must be registered at UMass Amherst as a graduate student or a  non-degree graduate student before completing the Intention to Complete the AI Engineering Graduate Certificate form. We typically require that you have sufficient background in probability and statistics, multivariate calculus, and programming (Python or R). Background in Linear Algebra is preferred but not required.  Acceptance into the certificate program does not automatically qualify a student for any of the MS or PhD programs in the college, although the student may attempt to join such programs at any time.

AI Engineering

Preparing engineering students with the necessary skills to excel in, navigate, and contribute to the transitioning field of Artificial Intelligence (AI).

Biomedical Engineering

From biomechanics to health care delivery, biomedical engineering students at UMass Amherst are revolutionizing the future of human health—and you can, too. 

Chemical Engineering

Chemical engineering students at UMass Amherst work diligently to develop new vaccines, discover alternative fuels,  and create innovative materials. 

Civil Engineering

From transportation and water systems to buildings and more, UMass Amherst Civil Engineering students protect natural resources and improve lives.

Computer Engineering

Computer engineering students at UMass Amherst are designing and programming everything from complex software systems to autonomous vehicles—and you can, too.

Electrical Engineering

Electrical Engineering students at UMass Amherst play a hands-on role in the future of technology in communication, health care, smart cities, and more.

Mechanical Engineering

From developing innovative prosthetic limbs to advanced wind turbines, harness your creativity as a UMass Amherst mechanical engineering student. 

Industrial Engineering

Industrial engineering students at UMass Amherst improve time and energy efficiency in production, lower cost and waste in supply chains, and pursue new ideas.

Environmental Engineering

Environmental engineers are problem solvers whose research helps sustain our planet–from the air we breathe, to the water we drink, and everything in between.