United States Courses & Certifications

Lessons From Evaluating and Debugging Healthcare AI in Deployment

Explore challenges in translating AI to healthcare: data curation, model testing, and human-AI interactions. Learn insights from real-time AI trials and FDA-approved medical AI systems analysis.

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

Stanford Seminar - Modeling and Interacting with Other Agents, Claire Tomlin

Explores innovative approaches to predicting agent behavior in autonomous systems, combining game theory and behavioral models for improved motion planning and interaction in multi-vehicle scenarios.

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

Stanford Seminar - I Forgot, I Invented Hypertext - Ted Nelson

Ted Nelson reminisces about his pioneering work in hypertext, including the implementation of clickable text spans and the Back Button, while discussing historical events and key figures in the field of computer science.

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

Inequality in Healthcare: Using AI and Data Science to Reduce Disparities

Exploring AI and data science applications to address healthcare inequality, featuring insights from experts on challenges and potential solutions in improving healthcare access and outcomes.

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

Grace, Humor and Success - Applying Lessons from Leading from Home

Grace, humor, and success in remote leadership: Insights from three managers who applied lessons from Stanford's "Leading from Home" program to navigate hybrid work challenges.

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

How Can You Trust Machine Learning?

Explore a framework for trustworthy AI based on Clarity, Competence, and Alignment. Learn about explainable ML, rigorous model evaluation, and aligning AI behaviors with human values.

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

Leveraging Human Input to Enable Robust AI Systems

Explores techniques for incorporating human input into AI systems, focusing on maintaining uncertainty over human intent, generating risk-averse behaviors, and efficiently querying for additional input to improve performance.

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

Stanford Seminar - Dataflow for Convergence of AI and HPC - GroqChip

Explore dataflow history, AI-HPC convergence, and Groq's tensor streaming processor architecture. Learn about stream programming, deterministic execution, and distributed scale-out systems for efficient deep learning computations.

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

Stanford Seminar - Changing the Solar Constant at Earth to a Solar Variable

Explore space-based geoengineering solutions for climate change, focusing on sunshade technology to cool the planet. Learn about prototype development and the potential impact of solar radiation management.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Stanford Seminar - Recent Progress in Verifying Neural Networks, Zico Kolter

Explore recent advancements in neural network verification, focusing on robustness and safety validation. Learn about innovative approaches that significantly speed up the verification process for medium-sized networks.

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

Safety and Liveness of Robot Behaviors

Explore formal methods for designing robots, guaranteeing behavior, and identifying potential issues. Learn about safety and liveness properties in robotic systems, including multi-robot and human-robot interactions.

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

Distributional Representations and Scalable Simulations for Real-to-Sim-to-Real

Explore challenges and solutions in representing deformable objects, using distributional approaches and differentiable simulators for real-to-sim applications in robotics and autonomous systems.

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

Stanford Seminar - Forecasting and Predicting the Future

Explore forecasting challenges, including misinformation, scientific issues, and geopolitical events. Learn to navigate complex information landscapes and identify reliable sources for accurate predictions.

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

Stanford Seminar - Emerging Risks and Opportunities From Large Language Models

Explore privacy concerns, disinformation risks, and discriminatory shortcuts in large language models. Gain insights on potential harms and brittleness through case studies presented by Stanford's CS professor.

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

Stanford Seminar - Deploying Autonomous Service Mobile Robots, and Keeping Them Autonomous

Explore challenges and solutions in deploying autonomous mobile robots in dynamic environments, covering robustness, failure anticipation, and efficient adaptation to user needs through advanced perception and learning techniques.

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