AI Engineering Roadmap

Access all the fundamental AI concepts and useful resources that are highly relevant in 2025!

Dive into this AI Engineering Roadmap, designed to provide a comprehensive overview of the fundamental concepts, frameworks, tools, and best up-to-date practices in AI engineering.

This mind map is a dynamic resource that we are continuously updating with new resources, tools, and materials to help you stay ahead in this rapidly evolving field.

Whether you're a beginner or an experienced professional, this roadmap is here to help you navigate the ever-changing world of AI.

*This roadmap draws insights from engineering blogs by OpenAI, Anthropic, and DeepLearning AI, Chip Huyen’s book AI Engineering, and valuable contributions from the broader AI community.

If you want more guidance, consider this offer:

We are launching an accelerated AI Engineering Bootcamp this March for hands-on learning! If you are interested, join the waitlist: HERE!

AI Engineering Roadmap for 2025