For teachers

Classroom Modules

Every module is built for a teacher with zero AI background: a scripted lesson, a student activity, slides, a formative check, and the Stanford idea it descends from. Two clicks to teaching it tomorrow.

CS221Representation & Reasoning

Artificial Intelligence: Principles & Techniques

The map of all of AI, search, logic, learning, and uncertainty, and how the pieces fit.

Core· 55 minK–12

CS238Representation & Reasoning

Decision Making Under Uncertainty

How to choose well when you can't see the future: the math behind self-driving cars and aircraft collision avoidance.

Core· 55 minK–12

Deep Reinforcement Learning

How an agent learns to act well purely from reward: the technique behind game-mastering AIs and robot control.

Advanced· 55 minK–12

Deep Learning

How stacking simple math units into deep networks lets computers recognize faces, translate languages, and generate images.

Core· 55 minK–12

CS131Perception

Computer Vision: Foundations & Applications

How a computer turns a grid of brightness numbers into 'that's a face,' and why a camera is not an eye.

Core· 55 minK–12

CS124Natural Interaction

From Languages to Information (NLP)

How computers handle human language: search, spam filters, sentiment, and the roots of chatbots.

Core· 55 minK–12

CS336Natural Interaction

Language Modeling from Scratch

Build a working language model end to end (tokenizer, transformer, training loop, the whole thing) with no libraries hiding the magic.

Advanced· 60 minK–12

MATH51The Math Underneath

Linear Algebra & Multivariable Calculus

Vectors, matrices, and gradients: the language every machine-learning idea is secretly written in.

Foundational· 45 minK–12

Probability for Computer Scientists

The math of uncertainty: how to reason about randomness, which is what every AI system ultimately does.

Core· 55 minK–12

CS205LThe Math Underneath

Continuous Mathematical Methods for ML

The numerical math that makes learning actually compute: linear systems, derivatives, and the stability of it all.

Advanced· 55 minK–12

MS&E211DSThe Math Underneath

Optimization for Data Science

Finding the best option among trillions: the engine that schedules airlines, prices markets, and trains models.

Advanced· 60 minK–12

CS103How Computing Works

Mathematical Foundations of Computing

Proofs, logic, and the astonishing fact that some problems can NEVER be solved by any computer, ever.

Core· 55 minK–12

CS161How Computing Works

Design & Analysis of Algorithms

Why one way of solving a problem finishes in a second and another would outlast the universe.

Core· 55 minK–12

CS107How Computing Works

Computer Organization & Systems

What's really happening beneath your code: bits, memory, and how C becomes electricity.

Core· 55 minK–12

CS111How Computing Works

Operating Systems Principles

How one computer juggles hundreds of programs at once without letting them trample each other.

Core· 55 minK–12

CS244CHow Computing Works

Advanced Networking & Distributed Systems

How thousands of computers across the planet cooperate to act like one: the backbone of the internet and the cloud.

Advanced· 55 minK–12

CS80EHow Computing Works

Modern Computer Architecture

Why chips got fast (pipelines, caches, and parallelism) and why your code's speed depends on the silicon.

Advanced· 60 minK–12

CS255Societal Impact

Introduction to Cryptography

The math that keeps secrets: how your messages stay private even when everyone can see them go by.

Advanced· 60 minK–12

MS&E135How Computing Works

Networks (Structure & Dynamics)

The hidden web connecting people, web pages, and neurons, and the simple rules that govern how things spread.

Core· 45 minK–12

CS182Societal Impact

Ethics, Public Policy & Technological Change

The hard questions tech creates (bias, privacy, power, harm) and frameworks for actually reasoning about them.

Core· 55 minK–12

AMSTUD145Societal Impact

Silicon Valley: History & Culture

How a stretch of orchards became the engine of the modern economy, and the myths it tells about itself.

Foundational· 50 minK–12

DATASCI154Societal Impact

Data Science for Social Impact

Using data to fight real problems (poverty, health, justice) and the traps that make 'data for good' go wrong.

Core· 50 minK–12

MS&E178Building & Impact

The Spirit of Entrepreneurship

What it actually takes to start something, and the mindset that separates builders from dreamers.

Foundational· 40 minK–12

MS&E472Building & Impact

Entrepreneurial Thought Leaders Seminar

Hard-won lessons straight from the founders and leaders who built iconic companies: pattern-matching across their stories.

Foundational· 40 minK–12

PHYS14NFrontiers

Quantum Information

Computing with the strange rules of the quantum world, where a bit can be both 0 and 1 until you look.

Advanced· 50 minK–12