United States Courses & Certifications

Deep Generative Models - Lecture 8: GANs

Explore Generative Adversarial Networks (GANs) in deep learning, covering their architecture, training process, and applications in image generation and beyond.

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

Deep Generative Models - Lecture 6: Variational Autoencoders

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

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

Evaluation of Generative Models - Stanford CS236 Deep Generative Models Lecture 15

Explore evaluation methods for deep generative models, including metrics and techniques to assess model performance, quality, and effectiveness in various applications.

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

Deep Generative Models - Energy Based Models - Lecture 11

Explore energy-based models in deep learning, their applications, and theoretical foundations. Gain insights from Stanford's expert on advanced generative modeling techniques.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

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