Post-Baccalaureate Certificate in Computational Artificial Intelligence and Machine Learning
Certificate Level: Graduate
Admission Requirements: Bachelor's degree
Certificate Type: Post-Baccalaureate
Number of Credits to Completion: 12.0
Instructional Delivery: Online
Calendar Type: Quarter
Expected Time to Completion: 1 year
Financial Aid Eligibility: Not aid eligible
Classification of Instructional Program (CIP) Code: 11.0701
Standard Occupational Classification (SOC) Code: 15-0000
About the Program
The Post-Baccalaureate Certificate in Computational Artificial Intelligence and Machine Learning accepts applicants who hold Bachelor degrees in Computer Science, or have completed a Post-Baccalaureate Certificate in Computer Science Foundations, and offers them opportunities to learn the computational fundamentals of artificial intelligence and machine learning. The aim is to provide a strong foundation in this emerging area, with a focus on mathematical foundations, algorithms, and real-world applications.
Admission Requirements
Please visit the College of Computing & Informatics website to learn more about admission requirements.
Additional Information
For more information about this program, please visit the College of Computing & Informatics website.
Program Requirements
| Required Courses | ||
| CS 510 | Introduction to Artificial Intelligence | 3.0 |
| CS 613 | Machine Learning | 3.0 |
| CS 615 | Deep Learning | 3.0 |
| Elective Course | 3.0 | |
| Select one course from the following: | ||
| Data Structures and Algorithms I | ||
| Theory of Computation | ||
| High Performance Computing | ||
| Game Engine Programming | ||
| Advanced Artificial Intelligence | ||
| Game Artificial Intelligence | ||
| Applications of Machine Learning | ||
| Algorithmic Game Theory | ||
| Cognitive Systems | ||
| Applied Machine Learning for Data Science | ||
| Natural Language Processing with Deep Learning | ||
| Applied Database Technologies | ||
| Total Credits | 12.0 | |
Sample Plan of Study
| First Year | |||||||
|---|---|---|---|---|---|---|---|
| Fall | Credits | Winter | Credits | Spring | Credits | Summer | Credits |
| CS 510 | 3.0 | Elective Course | 3.0 | CS 613 | 3.0 | CS 615 | 3.0 |
| 3 | 3 | 3 | 3 | ||||
| Total Credits 12 | |||||||
