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Aug 06, 2026
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2026-2027 Yavapai College Catalog
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CSA 310 - Advanced Artificial Intelligence
Description: Expands understanding of core artificial intelligence concepts to enable the design of intelligent agents and advanced machine learning systems. Projects assess complex approaches for knowledge representation, reasoning, perception, prediction, planning, and decision-making.
Prerequisites: CSA 250
Credits: 4
Lecture: 3
Lab: 2
Course Content:
- Generative AI
- AI interfaces and agents
- Intelligent text/data analysis
- Computer vision
- AI for scientific discovery
- Real world case analysis
Learning Outcomes:
- Explain reasoning, perception, and decision-making algorithms (1,2)
- Construct optimized machine learning systems. ( 3, 4)
- Explain ethical implications of AI systems following examination of real-world cases. (6)
- Compose intelligent agents to achieve goals. (2, 3, 5)
- Formulate solutions using AI to solve business problems. (1, 4, 5)
- Compare the performance of AI techniques across different application domains. (1, 3, 4, 5)
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