The CAP 5625 Introduction to Artificial Intelligence course teaches students how to use techniques, concepts, and tools to generate and study intelligent behavior. In this course, students will focus on certain aspects such as finding locations, organizing knowledge, problem solving strategies, exploiting constraints, and understanding natural languages. In this course students are taught to evaluate machine learning algorithms such as support vector algorithms, decision trees and neural networks. In this course students will gain an understanding of the principles of artificial intelligence and learn to apply various problem-solving techniques. The course will teach students to analyze the social implications and ethical considerations of artificial intelligence. In the course students will gain an understanding of and learn to use frames, logic, knowledge representation techniques and semantic networks.
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