Paul G. Allen School Courses

Introduction to Compiler Design - Lecture 1

3 ratings

Introduction to compiler design, covering traditional compilers, front-end analysis, interpreters, data structures, optimization, and compiler mechanics. Explores theory and history of compilers.

• YouTube
• 2 hours 43 minutes
• Self-Paced
• Free Video

How Does the Brain Beget the Mind? - Bridging Neuroscience and Cognition

1 rating

Exploring the neural basis of cognition and intelligence through the Assembly Calculus, a computational system bridging the gap between brain activity and higher-level cognitive functions.

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

Tools for Equitable Transportation Planning with TDEI Infrastructure

1 rating

Explore innovative tools for equitable transportation planning using TDEI Infrastructure. Learn how technology can enhance accessibility and promote inclusive urban mobility solutions.

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

Algorithmic Foundations of Learning and Control - 2019

Explore algorithmic foundations connecting machine learning and control theory through expert lectures from leading researchers in optimization, reinforcement learning, and robotics.

• YouTube
• 19 hours 31 minutes
• Self-Paced
• Free Video

Causality, Learning, and Communication in the Brain

Explore how machine learning reveals brain dynamics, neural causality, and communication between brain regions to understand sensing, thinking, and learning.

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

Productively Programming Accelerated Computing Systems

Explore programming systems for modern accelerated computing, covering actor-based vs task-based models and automatic optimization strategies for Tensor Core GPUs.

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

Orbital Robotics - AI, Robotics, and Autonomy for Orbital Logistics

Discover how AI-powered robotic arms can capture, repair, and refuel satellites in orbit, revolutionizing space infrastructure beyond Earth's throwaway culture.

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

Efficient Interactive Learning - Learning More From Less

Explore advanced reinforcement learning algorithms that enable robots and language models to learn effectively from minimal data through interactive experience.

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

Learning the Language of Patients - Multimodal Generative AI for Precision Health

Discover how multimodal generative AI transforms precision health by creating digital patient twins from real-world data to optimize care delivery and accelerate biomedical discovery.

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

Learning the Language of Patients - Multimodal Generative AI for Precision Health

Discover how multimodal generative AI transforms precision health by creating digital patient twins from real-world data to optimize care delivery and accelerate biomedical discovery.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Reality Labs Research - A Look Back, A Look Forward

Discover the evolution and future of VR/AR research from Meta's Chief Scientist, covering 11 years of breakthroughs and upcoming innovations in virtual reality technology.

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

Computational Complexity and Explanations in Physics

Explore how computational intractability shapes physical explanations, from quantum mechanics interpretations to black hole paradoxes and thermodynamics.

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

Exams with More Learning and Less Stress with a Computer-Based Testing Facility

Discover how computer-based testing facilities reduce exam stress while increasing learning through frequent testing, second-chance retakes, and automated grading systems.

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

Design of New Protein Functions Using Deep Learning

Discover how Nobel laureate David Baker uses deep learning to design new proteins from scratch, addressing modern challenges in medicine, technology, and sustainability.

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

The NASA Volatiles Inspecting Polar Exploration Rover (VIPER) Mission

Explore NASA's VIPER lunar rover mission to map water ice at the Moon's South Pole, featuring extreme environment challenges and autonomous systems design for planetary exploration.

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