English Courses

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

Oil Lecture

An overview of oil’s history, markets, oil sands and shale, global trade, transportation, and refining.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Geothermal Electricity

An overview of geothermal electricity, covering generation technologies, capacity factors, enhanced systems, and growth potential.

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

Introduction to Renewable Energy

An introduction to renewable energy that examines resource impacts and the practical steps and U.S. tax credits involved in developing utility-scale projects.

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

History and Significance of Natural Gas

Explore natural gas’s history, growth, versatility, environmental impact, and role in U.S. energy systems.

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

Oil Lecture - Stanford University

Trace oil from resource history and global markets through oil sands, shale, trade, transportation, and refining.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video