CSCI 678 - Artificial Intelligence

3 Credits
This course explores foundational and advanced AI concepts, focusing on algorithms, machine learning, and reinforcement learning. The course emphasizes practical applications, ethical considerations, and emerging trends such as explainable AI and generative models. Students will engage with real-world challenges, preparing them to innovate responsibly in the evolving AI landscape while addressing interdisciplinary collaboration, data privacy, and societal impacts.

Course Learning Outcomes:
1. Synthesize recent innovations in learning models to propose novel solutions addressing contemporary challenges in artificial intelligence.
2. Assess the theoretical foundations of established and emerging AI paradigms.
3. Evaluate the performance of AI systems using numerical computation metrics.
4. Formulate ethically responsible AI strategies.
5. Implement advanced AI models to solve complex, real-world challenges.