United States Courses & Certifications

Accounting for Human Engagement Behavior to Enhance AI-Assisted Decision Making

Examines how people’s heuristics and biases shape their reliance on AI recommendations, and how decision aids can adapt to improve human-AI decisions.

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

Creating Fair, Useful, and Reliable AI in Healthcare

AI’s value in healthcare depends on model accuracy, the decisions it informs, and whether clinicians can act on its insights.

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

Human-Machine Symbiosis in Data Visualization

Shows how tightly coupled human and machine roles can support event-sequence analysis and visualization authoring through generated summaries and manipulable semantic components.

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

RowHammer, RowPress and Beyond: Can We Be Free of Bitflips Soon? - Stanford Seminar

Trace how DRAM disturbance effects such as RowHammer and RowPress cause bitflips, bypass mitigations, and threaten system security as memory scales.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Natural Gas: From History to Future Impacts - Understand Energy Lecture

A survey of natural gas traces its history and infrastructure, then examines its environmental effects, economics, and future.

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

Introduction to Population Health

This course offers an overview to population health, determinants of health, and the built environment using a socio-ecological model. We outline major payors in the US healthcare system and offer pra

• edX
• 1 week, 1-2 hours a week
• Self-Paced
• Free Online Course

Deep Generative Models - Autoregressive Models - Lecture 3

A lecture on autoregressive models as a method for deep generative modeling.

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

Deep Generative Models - Discrete Latent Variable Models - Lecture 17

A lecture on discrete latent variable models within deep generative modeling.

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

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

A focused lecture on score-based models as an approach to deep generative modeling.

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

Deep Generative Models - Lecture 5: Variational Autoencoders

A focused lecture on variational autoencoders in the study of deep generative models.

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

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

A lecture focused on score-based diffusion models within a deep generative models course.

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

Deep Generative Models - Maximum Likelihood Learning - Lecture 4

Explore maximum likelihood learning for deep generative models.

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

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

Examines diffusion models designed for discrete data within a deep generative modeling lecture.

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

Deep Generative Models - Lecture 2: Background

A background lecture setting up the study of deep generative models.

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

Deep Generative Models - Energy Based Models - Lecture 12

A lecture on energy-based models within the study of deep generative models.

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