United States Courses & Certifications

Solar Thermal Electricity - Concentrating Solar Power

Explore solar thermal electricity and concentrating solar power systems, their environmental impacts, and future trends in renewable energy technology.

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

Introduction to Deep Learning - Lecture 1

Discover deep learning fundamentals through Stanford's CS230 introduction, covering class overview, real-world project examples, and essential details for mastering AI applications.

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

Industry Decarbonization - Reducing GHG Emissions from Iron, Steel, and Cement

Discover decarbonization strategies for major industrial sectors like iron, steel, and cement to reduce greenhouse gas emissions and combat climate change.

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

Hearing Loss and Recovery

Discover how hearing functions, what causes hearing loss, and explore cutting-edge treatments including gene therapy and stem cell research from Stanford's leading expert.

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

The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models

Discover why medical adaptations of large language and vision-language models often fail to outperform their base models in healthcare applications and question answering tasks.

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

A Framework to Assess Clinical Safety and Hallucination Rates of LLMs for Medical Text Summarization

Discover a framework for evaluating clinical safety and hallucination rates in medical AI systems, focusing on ambient voice technology oversight and automated monitoring solutions.

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

MedAgentGym - Training LLM Agents for Code-Based Medical Reasoning at Scale

Discover MedAgentGym, a training environment for LLM agents in medical coding with 72,413 tasks across 129 biomedical categories, featuring interactive feedback and scalable training.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Managed by AI - Artificial Pancreas and Contemporary Treatment of Diabetes

Explore AI-driven artificial pancreas systems and digital twins revolutionizing diabetes management through automated insulin delivery and personalized treatment optimization.

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

LoRKD - Low-Rank Knowledge Decomposition for Medical Foundation Models

Discover how to decompose medical foundation models into specialized lightweight experts using Low-Rank Knowledge Decomposition for enhanced task performance.

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

Diffusion Models in Medical Imaging

Explore diffusion models in medical imaging through MedDelina for segmentation and ViCTr for synthesis, addressing data limitations and enhancing anatomical consistency.

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

Adaptive Federated Knowledge Injection into Medical Foundation Models

Explore federated learning techniques for injecting medical knowledge into foundation models while preserving privacy through the novel FedKIM approach and M3OE module.

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

How Can We Diagnose and Treat Bias in LLMs for Clinical Decision-Making - MedAI #142

Explore bias evaluation and mitigation strategies in large language models for clinical decision-making, focusing on gender and ethnicity biases through novel frameworks.

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

Using Physics Informed Neural Networks to Build Digital Twins of Cardiac Hemodynamics

Explore physics-informed neural networks for creating patient-specific cardiac digital twins using non-invasive data to eliminate invasive procedures and uncertain treatments.

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

Secrets to Longevity - What We Can Learn from Asian American Aging

Explore aging trends in Asian American populations and discover evidence-based strategies for healthy longevity from Stanford geriatrician Dr. Deborah Kado.

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

AI in Healthcare Series - Leveraging GPT-5, Cosmos, and Predictive Models for Better Outcomes

Explore cutting-edge AI models like GPT-5 and Cosmos transforming healthcare through predictive analytics, clinical workflow integration, and improved patient outcomes.

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