Interactive LLM & Agent Tutorial

Master the fundamentals of Large Language Models and AI Agents through hands-on, interactive experiences. Build real projects, understand cutting-edge concepts, and explore the future of AI—all in your browser, no backend required.

7 Interactive Units

25+ Hands-on Labs

40+ Interactive Components

Course Curriculum

7 comprehensive units covering LLM foundations to advanced agent workflows

Welcome & AI Overview

~90 minutes

Engage with AI history, understand transformer intuition, and master the course interface through interactive timelines and myth-busting quizzes.

AI Timeline Myths vs Facts Course Navigation Interactive Quizzes

LLM Foundations

~120 minutes

Deep-dive into transformer architecture, tokenization, and model behavior through interactive visualizers and hands-on experiments.

Self-Attention Tokenization Embeddings Sampling Parameters

Prompt Engineering & Creativity

~100 minutes

Master prompt design through drag-and-drop builders, parameter tuning, and creative storytelling challenges.

Prompt Builder Few-shot Learning Chain-of-Thought Creative Writing

Retrieval-Augmented Generation

~110 minutes

Build Q&A systems with client-side embeddings, similarity search, and interactive heatmap visualizations.

Embeddings Similarity Search Q&A Chatbot RAG Pipeline

Agentic Workflows & Tools

~115 minutes

Design multi-step agent workflows with drag-and-drop interfaces, mock APIs, and execution trace debugging.

Agent Builder Mock APIs Workflow Design Execution Traces

Safety, Alignment & Ethics

~100 minutes

Explore AI safety through interactive scenarios, bias detection games, and ethical decision-making simulations.

Bias Detection Role-play Scenarios Safety Guardrails Ethics Polling

Capstone Project & Showcase

~120 minutes

Build and present your own AI agent project with project planning, portfolio creation, and final presentation.

Project Builder Portfolio Creation Presentations Project Planning

Interactive Learning Features

Hands-on tools and visualizers to master LLM and agent concepts

Interactive Visualizers

Explore self-attention mechanisms, embedding spaces, and model architectures through dynamic visualizations.

Drag-and-Drop Builders

Construct prompts and agent workflows using intuitive drag-and-drop interfaces with live previews.

Educational Games

Learn through interactive quizzes, bias detection challenges, and creative storytelling exercises.

Project Portfolio

Build and showcase your AI projects with comprehensive planning tools and presentation features.

Ready to Start Your AI Journey?

Begin with Unit 1 or continue where you left off. All progress is saved automatically in your browser.