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Apr 20, 2026
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CS 3083 Fundamentals of AI Systems (3 hours) This course provides a comprehensive introduction to the fundamental concepts and techniques in artificial intelligence (AI) systems design and development. Students will explore various AI system types and paradigms, including Machine Learning (ML), Neural Networks, and Generative AI. The course covers essential topics such as data science basics, neural network architectures, and deep learning techniques. Additionally, students will gain hands-on experience with key Python-based development frameworks, toolkits, and APIs, enabling them to implement basic AI models and applications. Through practical examples and projects, students will learn to analyze the performance of different AI/ML models and understand their appropriateness for specific tasks.
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