English Courses

Using Far from Perfect ML to Help Patients - A Billion Medical Devices

Explores how personal devices can turn noisy machine-learning estimates of symptoms into useful guidance for patients, caregivers, and doctors.

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

Climate Change - The Science, Social Will, and Solutions

Examines the science behind climate change, how to build the social will to act, and ways to address it.

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

Energy Efficiency - Integrative Design, Barriers, and Policy Solutions for Decarbonization

Explores how integrative design can improve energy efficiency, what barriers limit it, and how policy can support it.

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

Gasoline, Diesel, Jet Fuel, etc. - 10-Minute Take

Explore how gasoline, diesel, and jet fuel function in energy systems, why they matter, how they are used, their impacts, and what may lie ahead.

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

Energy Storage - Role on the Grid and Different Types

A quick look at how energy storage supports the grid and the different types of storage available.

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

A Decarbonized Electric Power Sector - 10-Minute Take

A short overview of tools and methods for decarbonizing the electricity supply.

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

The Electricity Grid - 10-Minute Take

See how the electricity grid moves power, maintains reliability, and connects electricity buyers and sellers.

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

Coal - Role in Energy Systems, Uses, Impacts, and Future

A concise look at coal’s role in energy systems, from its uses and impacts to its future.

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

Nuclear Fission - 10-Minute Take

A concise overview of how commercial nuclear fission works and its history, with attention to environmental, health, and safety impacts.

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

Fossil-Free Flight - Innovations in Sustainable Aviation Through Fuel Alternatives and Energy Efficiency

Explore aircraft designs and efficiency innovations aimed at freeing air travel from fossil fuels, from electric airplanes to lightweight airframes and improved aerodynamics.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Global Energy Access - Benefits and Importance of Electricity and Clean Cooking Fuels

Explores why global energy access matters, focusing on electricity access and access to clean cooking fuels.

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

Deep Reinforcement Learning - Frontiers - Lecture 18

Explore frontiers in deep reinforcement learning through problem setup, methods, deployment, and evaluation.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Deep Reinforcement Learning - Tutorial Session: Review of Q-Learning

A focused review of Q-learning, connecting Markov decision processes and parametric methods to a Q-learning and actor-critic algorithm walkthrough.

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

Stanford CS336 - Language Modeling from Scratch 2025

Follow the full process of building a language model from scratch, from preparing pretraining data and constructing a transformer to training and evaluation.

• YouTube
• 22 hours 19 minutes
• Self-Paced
• Free Video

Validation of Safety Critical Systems

Learn how to expose failures and estimate risk in autonomous systems through simulation, sampling-based validation, and reachability analysis.

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