Free Interactive Roadmap

Master AI Engineering.

From foundations to production deployment. Interactive flowchart with 127 topics, hands-on exercises, and curated resources. Completely free.

Explore the Roadmap → Browse Sections
0Topics
∞Free Forever
2026Updated
FOUNDATIONS  •  LLMs  •  PROMPT ENGINEERING  •  RAG  •  AGENTS  •  DEPLOYMENT  •  FOUNDATIONS  •  LLMs  •  PROMPT ENGINEERING  •  RAG  •  AGENTS  •  DEPLOYMENT  •  FOUNDATIONS  •  LLMs  •  PROMPT ENGINEERING  •  RAG  •  AGENTS  •  DEPLOYMENT  •  FOUNDATIONS  •  LLMs  •  PROMPT ENGINEERING  •  RAG  •  AGENTS  •  DEPLOYMENT  • 
Learning Path

Your path from
zero to AI engineer.

🧱 Foundations

What is AI Engineering, Python basics, APIs, cloud platforms, and core concepts.

15 topics

🤖 LLMs & Models

GPT-4, Claude, Gemini, open-source models, tokenization, fine-tuning strategies.

22 topics

💬 Prompt Engineering

Chain-of-thought, few-shot, system prompts, evaluation, and optimization.

18 topics

🔍 RAG & Embeddings

Vector databases, retrieval pipelines, chunking strategies, hybrid search.

20 topics

🤖 AI Agents

Tool use, multi-agent systems, MCP, autonomous workflows, memory.

25 topics

🚀 Production Deploy

Cost optimization, monitoring, safety, scaling, and real-world deployment.

27 topics
All sections
🧱

Foundations

Core concepts, Python, APIs, cloud platforms, and the AI engineer mindset.

15 topics
🤖

LLMs & Models

Understanding transformers, GPT-4, Claude, Gemini, open-source, and fine-tuning.

22 topics
💬

Prompt Engineering

Advanced prompting, chain-of-thought, evaluation frameworks, and optimization.

18 topics
🔍

RAG & Retrieval

Embeddings, vector DBs, chunking, hybrid search, and retrieval pipelines.

20 topics
🤖

AI Agents

Tool use, MCP protocol, multi-agent systems, memory, and autonomous workflows.

25 topics
🚀

Production

Deployment, monitoring, cost optimization, safety, and real-world scaling.

27 topics