AI Institute at UofSC - #AIISC Courses

Building World-class Research Ecosystem in Universities

Gain insights into building and leading successful research ecosystems in academic settings through expert guidance on fostering innovation and collaborative excellence.

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

Fast Reroute and Fast Convergence in IP Networks

Discover fast reroute mechanisms and convergence techniques to minimize network downtime and optimize IP routing performance during failures.

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

Beyond LLMs - The Future of Enterprise AI is C3AN

Discover how C3AN represents the next evolution of enterprise AI beyond traditional large language models in this forward-looking presentation.

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

A Neuro-Symbolic AI Framework for the Knowledge Graph Lifecycle

Discover a neuro-symbolic AI framework addressing Knowledge Graph lifecycle challenges, combining LLMs with declarative knowledge for mission-critical applications.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Computational Analogies in the Era of Large Language Models

Explore computational analogical reasoning in large language models through comprehensive research on complexity taxonomies, evaluation methods, and knowledge-enhanced approaches for AI systems.

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

Autonomously Learning World-Model Representations for Robot Planning

Discover how robots can autonomously learn world-model representations to improve their planning capabilities through advanced AI techniques and real-world applications.

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

On-Device Machine Learning

Explore on-device machine learning techniques and implementation strategies for deploying AI models directly on mobile and edge devices.

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

The Rise of Modern AI Agents

Explore the evolution and capabilities of contemporary AI agents in this comprehensive technical presentation by industry expert Vinija Jain.

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

Process Knowledge-Infused Neurosymbolic Learning and Reasoning

Discover how infusing process knowledge into AI systems enhances accuracy, explainability, and safety through expert-defined structures and neurosymbolic approaches.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

AI Reasoning and Abstraction

Explore the frontier of AI reasoning and abstraction capabilities with Prof. Amit Sheth's keynote examining whether AI can truly reason like humans, part of the "Beyond the hype" webinar series.

• YouTube
• 25 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

Web Information Systems - Spring 2015

Explore web technologies from WWW origins to IoT, covering XML, client/server programming, databases, APIs, text mining, and scalable website development.

• YouTube
• 6 hours 37 minutes
• Self-Paced
• Free Video

Web 3.0 - Next Generation Web and Applications - Fall 2014

Explore semantic web technologies, RDF, SPARQL, ontology development, and knowledge graphs to build next-generation intelligent web applications and systems.

• YouTube
• 20 hours 3 minutes
• Self-Paced
• Free Video

Neurosymbolic Customized and Compact Copilots for Critical Applications

Explore the development of neurosymbolic AI models for critical applications, focusing on creating controllable, compact, and customizable systems that ensure reliable and grounded reasoning.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video