YouTube Courses

General Relativity Lecture Collection

Explore Einstein's theory of gravity, curved space-time, black holes, and Big Bang cosmology in this comprehensive lecture series on General Relativity by Stanford University.

• YouTube
• 17 hours 31 minutes
• Self-Paced
• Free Video

Transformers that Transform Well Enough to Support Near-Shallow Architectures - Stanford CS25 Lecture

Explore precision language models for efficient training and hardware-based control systems. Learn about non-random parameter initializations and applications in resource-limited environments.

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

Medical Aid-in-Dying - California's End of Life Option Act and Other Considerations

Explore California's medical aid-in-dying law, its implementation, challenges, and alternatives. Learn about end-of-life care options, including hospice and palliative sedation, to address patient suffering.

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

Embrace the Future: Harnessing Water for Circular Economies

Explore sustainable water management across industries, converting used water into valuable resources. Gain insights into innovative technologies driving sustainability and profitability in circular economies.

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

Wearing a VR Headset While Driving to Improve Vehicle Safety

Innovative "Vehicle-in-the-Loop" platform combines VR and real vehicles for testing driver assistance systems, enabling safe and immersive shared control experiments in various driving conditions.

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

Healthy Change: Make it Fun, Easy, and Personal

Evidence-based strategies for implementing and sustaining healthy lifestyle changes, focusing on making them enjoyable, accessible, and personalized to individual needs and preferences.

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

Deep Generative Models - Autoregressive Models - Lecture 3

Explore autoregressive models in deep learning, focusing on their architecture, training, and applications in generating sequential data like text and images.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Deep Generative Models - Discrete Latent Variable Models - Lecture 17

Explore discrete latent variable models in deep generative modeling, covering key concepts and applications in AI and machine learning.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Stanford CS236: Deep Generative Models - Lecture 13 - Score Based Models

Explore score-based models in deep generative modeling, covering theoretical foundations and practical applications in this advanced Stanford lecture on AI and machine learning.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Deep Generative Models - Lecture 5: Variational Autoencoders

Explore Variational Autoencoders (VAEs) in deep generative modeling, covering theoretical foundations and practical applications in this comprehensive Stanford lecture.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Stanford CS236: Deep Generative Models - Score Based Diffusion Models - Lecture 16

Explore score-based diffusion models in deep generative modeling, covering theoretical foundations and practical applications in AI and machine learning.

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

Deep Generative Models - Maximum Likelihood Learning - Lecture 4

Explore maximum likelihood learning in deep generative models with Stanford's Stefano Ermon. Gain insights into advanced AI techniques and their applications in this comprehensive lecture.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Deep Generative Models - Diffusion Models for Discrete Data - Lecture 18

Explore diffusion models for discrete data in this Stanford lecture, covering advanced techniques in deep generative modeling for AI applications.

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

Deep Generative Models - Lecture 2: Background

Explore fundamental concepts and background for deep generative models, covering essential topics to build a strong foundation in this advanced machine learning field.

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

Deep Generative Models - Energy Based Models - Lecture 12

Explore energy-based models in deep learning, their applications, and theoretical foundations. Gain insights into this powerful approach for modeling complex data distributions.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video