YouTube Courses

Making Teamwork an Objective Discipline - Sid Sijbrandij CEO & Chairman of GitLab

Explore GitLab's innovative approach to teamwork and decision-making with CEO Sid Sijbrandij, covering integration, measurement, leadership, and remote work culture.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Towards Generalizable Autonomy - Duality of Discovery & Bias

Exploring generalization in embodied AI, focusing on interactive learning, representational biases, and causal inference for robotics and decision-making in complex environments.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Stanford Seminar - Multi-Sensory Neural Objects: Modeling, Inference, and Applications in Robotics

Exploring multi-sensory neural object representations for robotics, focusing on object-centric modeling, dataset creation, parameter inference, and manipulation applications.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Design Thinking and Innovation: An Interview with David Kelley

Explore innovation and design thinking with David Kelley, co-founder of IDEO and Stanford's d.school, as he shares insights on problem-solving and creativity in business and academia.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Stanford Seminar - Perceiving, Understanding, and Interacting through Touch

Explore the emerging field of touch processing in AI and robotics, its challenges, and potential applications. Learn about recent advances in tactile sensing hardware and their implications.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Neural Networks in R and the MNIST Data - Lecture 10.R.1

Explore neural networks using R and MNIST data, learning practical implementation of deep learning techniques for image recognition and statistical analysis.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Artificial Intelligence for Business Leaders

Discover key AI concepts, trends, and strategies for business leaders. Learn about AI capabilities, limitations, and how to develop effective AI solutions for commercial applications.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Cryptocurrencies and Blockchains - The Science Behind the Technology

Explore the science behind blockchains, decentralized applications, and future trends with Stanford professor Dan Boneh in this comprehensive webinar on cryptocurrency technology.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Stanford Seminar 2022 - Transformer Circuits, Induction Heads, In-Context Learning

Explore reverse engineering of transformer language models, focusing on induction head circuits and their role in in-context learning. Gain insights into neural network interpretability and AI safety.

• YouTube
• 1 hour
• On-Demand
• Free Video

Stanford Seminar 2022 - Self Attention and Non-Parametric Transformers

Explore self-attention and Non-Parametric Transformers with PhD students discussing Transformer origins, intuitions, and recent advancements in neural network architecture.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Stanford Seminar 2022 - DeepMind's Perceiver and Perceiver IO: New Data Family Architecture

Exploring DeepMind's Perceiver architecture for flexible AI processing across diverse data types, offering domain-general solutions comparable to specialized models in various tasks.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Stanford Seminar - Mixture of Experts Paradigm and the Switch Transformer

Explore the Mixture of Experts paradigm and Switch Transformer, revolutionizing deep learning with sparsely-activated models for improved efficiency and performance in language processing tasks.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Stanford Seminar 2022 - Transformers in Vision: Tackling Problems in Computer Vision

Explore how transformers revolutionize computer vision with Lucas Beyer, covering innovative applications and advancements in representation learning for visual AI tasks.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Stanford Seminar - Computing with Physical Systems

Explores Physical Neural Networks and training complex physical systems for machine learning, showcasing experiments in mechanical, electronic, and photonic systems for tasks like handwritten-digit classification.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video