Free Learning Path

AI & Prompt Engineering Guides

10 interactive guides taking you from first prompt to autonomous AI agents. Completely free. No account required.

Tier 1 — Foundations

✍️Guide 00

Prompt Engineering Basics

Build your first effective AI prompts from scratch. Learn the 5 components of a great prompt.

FoundationsRead guide →

🧠Guide 01

LLM Fundamentals

Understand how large language models work — tokens, temperature, context windows, and Transformers.

FoundationsRead guide →

📋Guide 02

Structured AI Outputs

Get reliable JSON, tables, and formatted data from any LLM with controlled output techniques.

FoundationsRead guide →

Tier 2 — Techniques

🔗Guide 03

Chain-of-Thought Reasoning

Master CoT, Tree of Thought, Graph of Thought, and self-consistency for complex problems.

TechniquesRead guide →

🎭Guide 04

Prompt Orchestration

Chain prompts, route between models, and build multi-step AI workflows.

TechniquesRead guide →

📚Guide 05

RAG — Retrieval-Augmented Generation

Ground AI in your documents. Learn chunking, embeddings, vector search, and hallucination reduction.

TechniquesRead guide →

Tier 3 — Application

🤖Guide 06

AI Agents & Autonomous Systems

Build agents with ReAct, function calling, and multi-agent orchestration patterns.

ApplicationRead guide →

🎨Guide 07

Multimodal & Creative AI

Generate images, video, music, and work across text, vision, and audio modalities.

ApplicationRead guide →

Tier 4 — Mastery

🛡️Guide 08

AI Ethics, Safety & Compliance

Navigate prompt injection, bias, EU AI Act, deepfake regulation, and responsible AI practices.

MasteryRead guide →

⚙️Guide 09

Context Engineering

Manage context windows, prompt caching, MCP protocol, and the new paradigm beyond prompt engineering.

MasteryRead guide →

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