YouTube Courses

Global Energy Access - Benefits and Importance of Electricity and Clean Cooking Fuels

Discover the critical importance of global energy access, covering electricity availability and clean cooking fuels worldwide in this concise Stanford presentation.

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

Beyond Memory Loss - The Changing Science of Alzheimer's Disease

Discover how new scientific breakthroughs are revolutionizing our understanding of Alzheimer's disease, from diagnosis to treatment, with Stanford's leading expert.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Healing Vibrations - Sha's Sound Bath Journey

Explore how sound baths use carefully crafted vibrations to promote relaxation, reduce stress, and support healing through the intersection of art and medicine.

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

Human Skill Augmentation in Robot-Assisted Surgery

Explore how robot-assisted surgery can augment surgeons' skills beyond traditional procedures, leveraging unique robotic capabilities for superhuman surgical performance.

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

Making Healthy Changes Sustainable

Discover evidence-based strategies to transform healthy intentions into lasting habits with a 3-step approach from a Stanford dietitian and diabetes specialist.

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

What to Expect When You Or a Loved One Has a Cancer Diagnosis

Discover practical guidance on managing finances, exercise, and treatment decisions when facing cancer, featuring expert physicians and real patient experiences.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Introduction to Renewable Energy

Discover what "renewable" means, explore renewables' role in energy use, and understand key factors affecting renewable energy project development with Stanford expert.

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

Energy Storage - Introduction, Technologies, and Grid-Scale Deployment

Explore energy storage fundamentals, technologies, and grid-scale deployment strategies in this comprehensive Stanford lecture by energy expert Adrian Yao.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Energy Policy - 10 Minute Take

Discover how energy policy works through practical U.S. examples and policy instruments in this concise overview by Stanford's Holmes Hummel.

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

Stanford CS336 - Language Modeling from Scratch 2025

Master language model development from tokenization to deployment, covering transformers, GPU optimization, scaling laws, data processing, and alignment techniques in this comprehensive Stanford program.

• YouTube
• 22 hours 19 minutes
• On-Demand
• Free Video

Validation of Safety Critical Systems

Master mathematical validation techniques for autonomous systems using sampling methods, formal verification, and reachability analysis in safety-critical applications.

• YouTube
• 18 hours 50 minutes
• On-Demand
• Free Video

Stanford CS234 - Reinforcement Learning - Spring 2024

Master reinforcement learning fundamentals through Stanford's comprehensive program covering MDP planning, policy evaluation, Q-learning, exploration strategies, and deep RL applications.

• YouTube
• 20 hours 11 minutes
• On-Demand
• Free Video

Stanford CS236 - Deep Generative Models I 2023

Master probabilistic foundations and algorithms for deep generative models including VAEs, GANs, normalizing flows, and diffusion models with applications across AI domains.

• YouTube
• 23 hours 38 minutes
• On-Demand
• Free Video

Data Compression - Theory and Applications

Master data compression theory and applications, from lossless techniques like Huffman coding to lossy methods including JPEG and modern ML approaches for efficient information representation.

• YouTube
• 23 hours 42 minutes
• On-Demand
• Free Video

Statistical Learning with Python

Master statistical learning fundamentals through hands-on Python implementation, covering regression, classification, neural networks, and unsupervised methods without heavy mathematics.

• YouTube
• 20 hours 18 minutes
• On-Demand
• Free Video