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

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

Knowledge-infused Learning - Dissertation Defense

Explore knowledge-infused learning techniques and their applications in AI through Manas Gaur's dissertation defense presentation.

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

Causal Analysis and Decision Intelligence for Manufacturing at Bosch

Explore neuro-symbolic AI applications in manufacturing, focusing on causal analysis and decision intelligence for improved processes at Bosch. Learn about root-cause analysis and cognitive architectures for decision-making.

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

Realtime Machine Learning on Edge AI Accelerators

Explore edge AI accelerators for real-time ML inference in IoT applications. Learn optimization techniques and system-level innovations for deploying advanced models on specialized hardware.

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

Knowledge-Infused Matching of Support Seekers and Support Providers on Reddit

Explore knowledge-infused AI for matching support seekers and providers on Reddit. Learn innovative techniques to enhance mental health support through advanced natural language processing.

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

Intersection of Physics and AI - Incorporating Physics into Data-Driven Computer Vision

Explore the fusion of physics and AI, covering applications in NLP, healthcare, and computer vision. Learn innovative approaches to incorporate physics into data-driven models.

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

Generative AI for Creative Design of Novel Materials

Explore generative AI techniques for innovative material design, focusing on creative approaches to develop novel materials with desired properties and functionalities.

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

Civilizing AI: Examining Emerging Capabilities and Mitigation

Explore emerging AI capabilities and mitigation strategies with Dr. Amitava Das. Gain insights into civilizing AI and its implications for future technological advancements.

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

Enhancing Healthcare with AI-in-the-Loop

Explore AI's role in healthcare through rich data learning, human-AI collaboration, and expert advice integration. Discover applications in electronic health records, clinical studies, and surveys.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

A Neurosymbolic AI Approach to Scene Understanding

Explore a novel neurosymbolic AI approach to scene understanding, combining knowledge representation and machine learning to enhance autonomous systems' perception and context comprehension.

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

Bridging Knowledge Gaps in Agriculture with Generative AI

Explore how Generative AI and Large Language Models revolutionize agriculture by overcoming language barriers, providing personalized farming advice, and democratizing access to expert knowledge.

• YouTube
• 1 hour 52 minutes
• Self-Paced
• Free Video

Neuro Symbolic AI

Explore Neuro Symbolic AI with Dr. Amit Sheth, delving into cutting-edge concepts and applications in this emerging field of artificial intelligence.

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

AI for Sustainability - Keynote Address

Explore cutting-edge AI insights and applications in this keynote address by Dr. Amit Sheth, a leading expert in artificial intelligence and semantic computing.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

LLM Risks, Limitations, and Mitigation Strategies - Lecture

Explore LLM risks, limitations, and mitigation strategies. Gain insights on AI's impact, from existential concerns to creative economy effects, and learn about advanced AI techniques.

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