Artificial Intelligence and Machine Learning (AI/ML) Undergraduate Academic Certificate
AI/ML is changing the world on a grand scale. We are seeing its transformational impacts on public health, manufacturing, agriculture, financing, urban systems and smart communities, social welfare, criminal justice, environmental sustainability, and national security. This certificate is intended to train students to understand AI/ML fundamentals, master algorithms, and be able to use state-of-the-art tools to develop AI/ML solutions for real-world problems. The certificate leverages the expertise from faculty in several departments to give students a strong interdisciplinary background.
Important advising information can be found at https://www.uidaho.edu/engr/departments/cs/degrees/cs.
All required coursework must be completed with a grade of C or better (O-10-a).
| Code | Title | Hours |
|---|---|---|
| CS 475 | Machine Learning | 3 |
| or CS 477 | Python for Machine Learning | |
| CS 488 | Applied Data Science with Python | 3 |
| CS 474 | Deep Learning | 3 |
| Select one of the following: | 3 | |
| Artificial Intelligence | ||
| Adversarial Machine Learning | ||
| Semantic Web and Open Data | ||
| Evolutionary Computation | ||
| Total Hours | 12 | |
Courses to total 12 credits for this certificate
Understand, explain, and use the fundamental concepts and algorithms in machine learning and artificial intelligence.
Apply machine learning algorithms to analyze, model, and solve real-world problems
Implement and evaluate machine learning solutions for common machine learning and artificial intelligence problems such as data classification and clustering.
Develop leadership and teamwork ability for work in and leading group projects.