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The graduate certificate in Artificial Intelligence is a four-course (12 credit hours) program. It provides skills and training necessary to start and/or advance in the growing areas of AI, with a range of electives to focus more specifically in one’s desired direction of study. All students must take two required courses and two electives, subject to the graduate school regulations.
A minimum of three courses must be taken from UMSL. A maximum of two courses can be used from the 4000‐level. Courses may be substituted with the permission of the certificate coordinator. For more information, students can contact the listed coordinator.
Applicants must have the following courses, take them as prerequisites, have related background or experience, or have graduate standing in Computer Science or Cybersecurity. Additional areas/courses may be needed depending on specific chosen electives.
Mathematics and Statistics: at least basic calculus and introduction probability/statistics such as Math 1100 or 1800, 1320
Computer Science: data structures and computer algorithms such as Cmp Sci 2250, 3130
Certificate Coordinator: Cezary Janikow
This certificate can be completed Evenings 
with some courses also available online.
