CSAI - Computer Science Artificial Intelligence |
2025-2026 UNDERGRADUATE STUDIES CATALOG
Effective 1 June 2025 through 31 May 2026
Please see the Undergraduate Catalog Archives for PDF versions of past catalogs.
Course Descriptions
| Global Citizenship Program Knowledge Areas听听(....) |
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| ARTS | Arts Appreciation |
| GLBL | Global Understanding |
| PNW | Physical & Natural World |
| QL | Quantitative Literacy |
| ROC | Roots of Cultures |
| SSHB | Social Systems & Human Behavior |
| Global Citizenship Program Skill Areas (....) |
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| CRI | Critical Thinking |
| ETH | Ethical Reasoning |
| INTC | Intercultural Competence |
| OCOM | Oral Communication |
| WCOM | Written Communication |
| ** Course fulfills two skill areas | |
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CSAI 3210 Introduction to Artificial Intelligence (3)
A background on Artificial Intelligence will be provided, and the potential benefits of the technology in multiple areas will be described. Ways in which Artificial Intelligence-related questions can be resolved will be covered. Topics will include machine learning, probabilistic reasoning, and natural language processing. Prerequisite: COSC 1560, MATH 2200.
CSAI 3220 Foundations of Machine Learning (3)
The basic theory underlying machine learning will be provided, and clarification of how to formulate machine learning processes for different applications. A range of machine learning algorithms will be explained along with their strengths and weaknesses. Prerequisite: CSAI 3210.
CSAI 4210 Machine Learning Methods (3)
How to apply machine learning algorithms to solve problems will be provided. Algorithms will be applied to real-world problems, optimizing the models learned and reporting on the expected accuracy that can be achieved by applying the models. Prerequisite: CSAI 3220.
CSAI 4220 Neural Networks (3)
This course