// a course for web developers

Ship AI features with the
web stack you already know

An interactive course that takes you from how models actually work to production-ready applications — in JavaScript, on the platforms you already deploy to.

Start learning — free See the curriculum

9 modules67 lessons6 projects

/curriculum

What you'll learn

From AI fundamentals to production deployment — in order, each module building on the last.

  1. 00 Preface Welcome to the course — what you'll learn and how to get the most out of it. free
  2. 01 Generative AI 101 Understand the fundamentals — from neural networks to transformers, tokens to inference. free
  3. 02 Building Blocks for GenAI Apps Understand the full spectrum of building, deploying and maintaining a production-grade GenAI application using web technologies. pro
  4. 03 Agents Understand agentic systems by building a minimal coding agent. Learn about harness engineering, multi-agent systems, and more. pro
  5. 04 RAG & Document Understanding Understand RAG by building an internal knowledge base. Learn about embeddings, vector databases, agentic RAG, and document understanding. pro
  6. 05 Multi-modality Build applications that go beyond text — images, audio, video, diffusion models, creative asset pipelines, and generative UI. pro
  7. 06 AI in the Browser Run AI models directly in the browser with WebLLM, WebNN, Transformers.js, and MediaPipe. pro
  8. 07 Cloudflare: Production-grade AI Platform Build, deploy, and scale production-grade AI applications on Cloudflare's developer platform. pro
  9. 08 Additional Material Supplementary resources, deep research patterns, and reference handouts for the course. pro
/features

Learn by doing

Interactive widgets, live code, and real API calls — not just text and video.

API playground

Make live LLM API calls with your own keys. Streaming responses, multiple providers.

Token visualizer

See tokenization in real time with color-coded tokens. Compare tokenizers across models.

Code playgrounds

Edit and run code directly in lessons. Multi-file editors with live preview.

Animated explainers

Step through Transformer attention, neural network activation, and inference — interactively.

/pricing

Get access

One-time purchase, lifetime access. Choose the plan that fits your learning goals.

Basic

One-time payment

Access to foundational modules of the AI Web Dev course.

  • Preface & AI Fundamentals
  • Building Blocks for GenAI Apps
  • Interactive code playgrounds
popular
Premium

One-time payment

Access to all core modules of the AI Web Dev course.

  • Everything in Basic
  • Agents & agentic patterns
  • RAG & Document Understanding
  • Multi-modality with AI
Full Access

One-time payment

Lifetime access to the entire AI Web Dev course — all modules, projects, and future updates.

  • Everything in Premium
  • AI in the Browser
  • Cloudflare Platform
  • Additional Material
  • All future content updates