AI Institute at UofSC - #AIISC Courses

Real-time Learning Embedding Next Gen Battery Management Systems for EV Safety

2 ratings

Explore advanced Battery Management Systems for EVs that combine physics-driven models with real-time learning to detect faults, monitor health, and enhance safety, addressing current limitations in preventing battery fires.

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

LLM Hallucinations: Characterization, Quantification, Detection, Avoidance, Mitigation

Explore the complex issue of LLM hallucinations with Vipula Rawte, covering characterization, measurement, detection methods, and strategies for prevention and mitigation.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Explainable Process Recommendation by Contextual Grounded Dynamic Multimodal Process KG

Explore a neurosymbolic framework using Dynamic Multimodal Process Knowledge Graphs for explainable process recommendations, demonstrated through recipe analysis and AI pipeline recommendation use cases.

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

Trustworthy Human-Robot Interaction Through Natural Language

Explore how natural language enables trustworthy human-robot interaction with Dr. Hongsheng He's research on communication frameworks and trust-building mechanisms between humans and robotic systems.

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

LLMs For Neuroimaging Analysis

Explore how Large Language Models can revolutionize neuroimaging analysis with Professor Amit Sheth's insightful conference presentation.

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

Knowledge and Ontology Enhanced Approach to Natural Language Understanding (KOE-NLU)

Explore advanced Natural Language Understanding through knowledge and ontology-enhanced approaches, focusing on innovative techniques for improved language processing and semantic analysis.

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

Robust and Trustworthy Copilots for Mission-Critical and Enterprise AI Applications

Explore the development of robust AI copilots for enterprise applications, focusing on neurosymbolic models, trustworthiness, and mission-critical implementations in deep learning systems.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Industrial Applications of Causal AI

Discover how Causal AI is transforming industries through practical applications, methodologies, and real-world case studies presented by leading researcher Utkarshani Jaimini.

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

Civilising AI - Making Artificial Intelligence Socially Responsible

Explore the critical intersection of ethics and artificial intelligence, examining key challenges and frameworks for developing responsible AI systems that benefit society.

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

Granite Function Calling Model - Introducing Function Calling Abilities

Discover how to implement function calling abilities in AI models through IBM Research's Granite framework, exploring advanced techniques for enhanced model capabilities.

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

Agentic AI - The Why, What and How

Explore the fundamentals of Agentic AI through expert insights on its core concepts, importance, and practical implementation strategies in modern artificial intelligence systems.

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

Survey of RAG and its Applications in AI Systems

Explore the fundamentals and practical applications of Retrieval Augmented Generation (RAG) in AI systems, from core concepts to real-world implementations and best practices.

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

Language Models and Planning

Explore the intersection of language models and planning in AI, examining key concepts, applications, and future implications for artificial intelligence development.

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

AI for Civil Infrastructure Challenges

Explore cutting-edge AI applications in civil engineering, focusing on infrastructure monitoring, maintenance strategies, and innovative solutions for modern construction challenges.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

AI in Healthcare

Explore the transformative potential of artificial intelligence in modern healthcare systems, from diagnostic applications to treatment optimization and patient care advancement.

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