Artificial Intelligence Undergraduate Certificate

The undergraduate certificate in Artificial Intelligence is a five-course (15 credit hour) program. It provides skills and training necessary to start or progress in the growing areas of AI, with a range of electives to focus more specifically in one’s desired direction of study. A minimum GPA of 2.5 is required for admission.

A minimum of three courses must be taken from UMSL. Courses may be substituted with the permission of the certificate coordinator. For more information, students can contact the department chair or email

Required Courses
CMP SCI 3130Design and Analysis of Algorithms3
CMP SCI 4300Introduction to Artificial Intelligence3
Choose three of the following courses:9
Introduction to Statistical Methods for Data Science
Introduction to Evolutionary Computation
Introduction to Machine Learning
Introduction to Data Mining
Introduction to Biological Data Science
Introduction to Deep Learning
Introduction to Digital Image Processing and Computer Vision
Database Management Systems
Total Hours15