Ultimate AI Engineering Roadmap for 2025 🚀 Starting from Zero

Discover the essential steps to become an AI engineer in 2025, even if you're a complete beginner. Follow this comprehensive roadmap to kickstart your AI career today!

Ultimate AI Engineering Roadmap for 2025 🚀 Starting from Zero
Arsh Goyal
26.4K views • Aug 11, 2025
Ultimate AI Engineering Roadmap for 2025 🚀 Starting from Zero

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AI Engineering Roadmap in 2025

If I were starting AI engineering today from scratch with zero knowledge, here’s my roadmap:

1. Learn Python basics - don’t need to master it, just enough.
2. Get familiar with fundamentals (Harvard’s CS50 or any YouTube playlist).
3. Learn tools like GitHub, VS Code, and Jupyter Notebooks.
4. Study ML basics (Andrew Ng’s course) and build projects - classification, regression - deploy on Streamlit.
5. Dive into deep learning - train models on Hugging Face.
6. Understand LLM architecture (3Blue1Brown on YouTube).
7. Explore LLM research (Andrej Karpathy’s Zero to Hero course).
8. Build GPT models, AI agents (LangChain, LangGraph).
9. Learn vector DB and fine-tuning.
10. Build projects and showcase on GitHub, LinkedIn.


#AIEngineer #Roadmap #Coding

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Published

Aug 11, 2025

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