AI Institute at UofSC - #AIISC Courses

Developing Explainable Multimodal AI Models on the Life-Cycle of Rare Event Prediction

Gain insights into developing explainable multimodal AI models for rare event prediction through hands-on sessions covering data generation, preprocessing, model development, and evaluation using a new multimodal dataset.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Knowledge and Ontology Enhanced Approach to NLU (KOE-NLU)

Explore a Knowledge and Ontology Enhanced Approach to Natural Language Understanding (KOE-NLU) with insights from Usha Lokala's research at the AI Institute at UofSC.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Causal Neurosymbolic AI - A Synergy Between Causality and Neurosymbolic AI

Explore the fusion of causality and neurosymbolic AI for automated reasoning in complex domains, transforming causal knowledge into explainable representations.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Causal Neurosymbolic AI - A Synergy Between Causal and Neurosymbolic Artificial Intelligence

Discover how to bridge statistical learning and causal reasoning through a novel Causal Neuro-Symbolic AI framework that combines neural networks with symbolic knowledge for explainable AI.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

LLMs for AI Planning

Explore how Large Language Models revolutionize AI planning through cutting-edge research and practical applications with expert insights.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

ICL in the Era of Long Context Models for Medical Applications

Explore in-context learning techniques with long context models specifically designed for transforming medical applications and healthcare AI solutions.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

From Search to Agents - The Evolution of AI in Enterprise Systems

Explore the transformation of AI from basic search functionality to intelligent agents in enterprise environments and their practical applications.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Process-grounded Neurosymbolic AI

Explore process-grounded neurosymbolic AI combining neural networks with symbolic reasoning for enhanced artificial intelligence systems.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

AI Leadership and Research Ecosystem

Explore AI leadership strategies and research ecosystem insights with Dr. Amit Sheth from the AI Institute at University of South Carolina.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Preparing for Research and Innovation Careers Through Graduate Studies

Gain insights into pursuing research and innovation careers in AI through graduate studies, from selecting programs and advisors to securing internships and publications at top institutions worldwide.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Evaluating and Rating AI Systems for Trust through a Causal Lens

Explore how causal analysis can enhance AI system evaluation and trust ratings, examining methodologies for more reliable and transparent artificial intelligence assessment.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Millimeter-Wave Wireless Sensing for Contactless Monitoring of Stroke Patients

Explore cutting-edge millimeter-wave technology for non-invasive stroke patient monitoring, focusing on wireless sensing methods and their practical medical applications.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Neuro-Symbolic AI for Scene Understanding in Autonomous Systems

Explore neuro-symbolic AI combining knowledge representation and deep learning for robust scene understanding in autonomous driving and smart manufacturing systems.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

SmartPilot: A Multiagent CoPilot for Adaptive and Intelligent Manufacturing

Explore SmartPilot, a neurosymbolic multi-agent system that integrates anomaly prediction, demand forecasting, causal reasoning, and real-time decision support to revolutionize adaptive manufacturing with explainable AI.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Intelligent, Robust, and Trustworthy AI - Managing GenAI Challenges and Neural-Symbolic AI

Explore cutting-edge approaches to developing trustworthy AI systems, focusing on GenAI challenges, compact models, and neural-symbolic integration for robust artificial intelligence.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video