English Courses

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

Stanford Seminar - Robot Manipulation in the Logistics Industry

Exploring challenges and advancements in robot manipulation for logistics, including intelligent systems handling diverse objects, integrating with existing workflows, and operating safely alongside humans.

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

Understanding Product-Market Fit

Explore product-market fit essentials: evaluating demand, avoiding common mistakes, and ensuring business viability. Learn strategies for customer interviews and market assessment to validate product ideas.

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

Making the Invisible Visible - Observing Complex Software Dynamics

Explore software performance optimization with Dick Sites, covering seven reasons for slow execution and techniques to observe complex software dynamics.

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

Considerations for Human-Robot Collaboration

Explore the future of human-robot collaboration, focusing on effective teamwork, contextual understanding, and the unique challenges of integrating robots into human-configured environments.

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

Towards Robust Human-Robot Interaction - A Quality Diversity Approach

Exploring diverse human-robot interaction scenarios using quality diversity algorithms to discover failure cases, improve scenario generation, and enhance understanding of complex systems.

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

Stanford Seminar - Accelerating ML Recommendation with Over a Thousand RISC-V-Tensor Processors

Explore Esperanto's innovative 7nm chip with 1000+ RISC-V processors, designed for efficient ML recommendation. Learn about its architecture, performance, and energy-saving features.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video