University of South Florida 3 credits ISM
Adaptive AI Systems explores the design and deployment of AI models that learn, evolve, and respond dynamically to changing environments. Students will examine the conceptual foundations of adaptivity β including online learning, reinforcement learning, meta-learning, and autonomous decision systems β and the importance of context, while also addressing governance, ethics, and real-world business applications. The course puts an emphasis on how to use adaptive AI systems strategically for digital transformation. It also involves a capstone project that runs throughout the entire semester and brings all the concept together into the design of an adaptive AI system, including the appropriate governance structures. Prerequisite: None Corequisite: None USF Muma College of Business | School of Information Systems Credit Hours: 3
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