United States Courses & Certifications

Extended Reality for Everybody - Michael Nebeling

Learn how novice designers and instructors can prototype usable, safe, and inclusive augmented, virtual, and mixed reality experiences with familiar tools.

• YouTube
• 57 minutes
• Self-Paced
• Free Online Course

Bayesian Networks 3 - Maximum Likelihood - Stanford CS221: AI (Autumn 2019)

Learn parameter estimation in Bayesian networks using maximum likelihood, Laplace smoothing, and expectation maximization.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Online Course

Bayesian Networks 2 - Forward-Backward - Stanford CS221: AI

Learn exact and approximate inference in hidden Markov models using forward-backward, particle filtering, and Gibbs sampling.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Online Course

Bayesian Networks 1 - Inference - Stanford CS221: AI

Learn how Bayesian networks compactly represent joint distributions and support probabilistic inference, including explaining away, evidence conditioning, and applications in tracking and classification.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Online Course

Data Overload - Making Sense of Statistics in the News, Kristin Sainani

Learn to spot misleading statistics in the news by comparing relative and absolute risk, modeling correlated errors, and recognizing confounding.

• YouTube
• 58 minutes
• Self-Paced
• Free Online Course

Deep Learning for Symbolic Mathematics - Guillaume Lample & Francois Charton

Deep learning models tackle symbolic integration and ordinary differential equations by treating mathematical expressions as sequences and learning from generated examples.

• YouTube
• 53 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Accessibility and the AI Autumn - Jeff Bigham

Explores how human-computer interaction and machine learning can advance accessibility and access technology for people with diverse abilities.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Stanford Seminar - Lenia- Biology of Artificial Life, Bert Wang-Chak Chan

Explore Lenia, a continuous cellular automaton whose self-organizing patterns resemble microscopic life and can be studied through evolution, ecology, and morphology.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Deep Learning for Medical Diagnoses

Explore how deep learning models detect arrhythmias and abnormalities in medical images and support clinical diagnosis, with attention to datasets, evaluation, and interpretability.

• YouTube
• 57 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Saving Energy and Increasing Density in Information Processing Using Photonics

Explores how integrated photonics can overcome energy and density limits in electrical interconnects, especially for communications within and between computing machines.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Online Course

Stanford Seminar - What Comes After Design Thinking?

A three-part design leadership framework—empathy, abstraction, and problem reframing—for systemic, holistic, and ethical approaches to complex societal challenges.

• YouTube
• 38 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Making "Making" Accessible

Explore how user collaboration and digital fabrication can create personalized assistive technologies that make accessibility part of everyday design.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

How You Say It Matters: A Toolkit for Improving Communications About Academic Standing

Do you want to help your students experiencing academic difficulty feel motivated, not crushed? Learn our approach to “psychologically attuned” communications about academic standing. Watch the course

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

Special Relativity

In this course, Professor Susskind takes a close look at the special theory of relativity and also at classical field theory.

• YouTube
• 18 hours
• Self-Paced
• Free Video

Introducción al enfoque del proyecto Capital Natural.

Las personas dependen de la naturaleza para sustentar y realizar la vida humana, pero los valores de la naturaleza generalmente se ignoran en las decisiones. El mapeo y el modelado de los servicios de

• edX
• 4 weeks, 8-10 hours a week
• Self-Paced
• Free Online Course (Audit)