English Courses

Stanford CS236: Deep Generative Models - Lecture 7 - Normalizing Flows

Explore normalizing flows in deep generative models with Stanford's Stefano Ermon. Learn advanced techniques for creating flexible and expressive probability distributions in machine learning.

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

Stanford CS236 - Deep Generative Models - Lecture 1: Introduction

Explore deep generative models with Stanford's Prof. Ermon. Learn key concepts, applications, and cutting-edge techniques in this comprehensive introduction to a rapidly evolving field of AI.

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

Intuitions on Language Models and Shaping AI's Future - Stanford CS25 Lecture

Explore intuitions on language models and the evolution of Transformer architectures with OpenAI researchers. Gain insights into next-word prediction, scaling laws, and the future of AI development.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Convex Optimization I - Lecture 17

Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Convex Optimization I - Lecture 16

Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.

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

Convex Optimization I - Lecture 15

Explore advanced convex optimization techniques with Stanford's Stephen Boyd, covering key concepts and applications in electrical engineering and beyond.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

From Flat to Phantasmal: Enhancing User Experiences Through Spatial Computing Advancements

Exploring spatial computing advancements to enhance user experiences, focusing on streamlined creation tools, personalized accessibility, and integration of adjacent technologies for immersive mixed-reality applications.

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

Lung Cancer Screening, Incidence, and Outcomes in Asian Americans

Explores lung cancer screening guidelines and outcomes for Asian Americans, highlighting unique risks and trends in this population, including smoking history and increasing incidence in non-smoking females.

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

A People-First Strategy for Digital Transformation

Discover strategies for human-centered digital transformation, focusing on problem-solving techniques to create successful innovations that prioritize user needs and improve experiences.

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

Universal Energy Access - Global Challenges and Solutions

Explore global energy access and its impact on human and economic development, focusing on sustainable solutions, challenges in energy-poor countries, and clean cooking fuels.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Geothermal Energy: Fundamentals, Technology, and Market Dynamics - Stanford Understand Energy Lecture

Comprehensive lecture on geothermal energy covering fundamentals, exploration, economics, and future prospects. Insights from industry expert Dawn Owens on current developments and potential growth.

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

Engineering Physical Principles of Embryonic Morphogenesis in Robotic Collectives

Exploring tissue-inspired robotic collectives capable of self-shaping, self-healing, and strength control, enabling dynamic programmable matter with spatiotemporal shape and strength manipulation.

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

Let's Count Carbs - Diabetes Wellness Webinar

Discover a 3-step process for carb counting, learn about tricky foods, and gain insights from a diabetes expert to improve your diabetes management and overall wellness.

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

Demystifying Mixtral of Experts - Stanford CS25 Lecture

Explore Mixtral 8x7B, a Sparse Mixture of Experts model, with Albert Jiang. Learn about its architecture, expert routing, and how it processes 47B parameters while using only 13B during inference.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

From Large Language Models to Large Multimodal Models - Stanford CS25 - Lecture 4

Explore the evolution from large language models to multimodal AI, focusing on CogVLM and CogAgent. Learn about integrating visual perception with language capabilities and future research directions.

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