English Courses

Alphy and Alphy Reflect - Creating a Reflective Mirror to Advance Women

AlphyReflect uses feedback on online writing to encourage considerate communication in a social platform designed to advance women.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Adaptable Robotic Manipulation Using Tactile Sensors

Tactile sensors help robots adapt manipulation to changing contacts, from tracking friction and slip during sliding to monitoring suction seals during grasping.

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

Making Teamwork an Objective Discipline - Sid Sijbrandij CEO & Chairman of GitLab

Sid Sijbrandij discusses how GitLab makes teamwork an objective discipline through measurement, decision-making, work practices, and remote culture.

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

Towards Generalizable Autonomy - Duality of Discovery & Bias

Explores how inductive biases and structured learning can help robots generalize across tasks and skills.

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

Stanford Seminar - Multi-Sensory Neural Objects: Modeling, Inference, and Applications in Robotics

Explores object-centric, multisensory neural representations designed to help robots manipulate objects flexibly and generalize across tasks.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Stanford Seminar - Perceiving, Understanding, and Interacting through Touch

Argues for touch processing as a computational field and introduces an open-source ecosystem for tactile sensing research.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Neural Networks in R and the MNIST Data - Lecture 10.R.1

A demonstration of neural networks in R using the MNIST dataset.

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

Artificial Intelligence for Business Leaders

A guide for business leaders on turning AI system building blocks and current capabilities into commercial strategy.

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

Cryptocurrencies and Blockchains - The Science Behind the Technology

A science-focused overview of blockchain systems examines how they work, their applications, decentralization, DAOs, and differences between Bitcoin and Ethereum.

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

Stanford Seminar 2022 - Transformer Circuits, Induction Heads, In-Context Learning

Induction head circuits reveal how transformer language models use earlier context to repeat, translate, and imitate patterns.

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

Stanford Seminar 2022 - Self Attention and Non-Parametric Transformers

A seminar tracing Transformer origins and intuitions before introducing Non-Parametric Transformers.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Stanford Seminar 2022 - DeepMind's Perceiver and Perceiver IO: New Data Family Architecture

Perceivers use asymmetric attention and a latent bottleneck to process large, varied inputs and outputs with fewer assumptions about data type.

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

Stanford Seminar - Mixture of Experts Paradigm and the Switch Transformer

Explains how the Switch Transformer simplifies sparse expert routing to train trillion-parameter language models faster and with lower computational cost.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Stanford Seminar 2022 - Transformers in Vision: Tackling Problems in Computer Vision

Explores how transformer models are applied to tackle computer vision problems.

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

Stanford Seminar - Computing with Physical Systems

A method for training mechanical, electronic, and photonic systems to perform machine-learning tasks as physical neural networks.

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