AI & ML Interview Roadmap: A Step-by-Step Study Guide (2025)

Welcome to the AI & Generative AI Learning Roadmap!
This roadmap is designed for learners, engineers, and researchers who want to go deep into Machine Learning, Deep Learning, LLMs, and real-world system design.

🧠 It’s built as an interactive mindmap — so you can click, zoom, and explore each topic at your own pace.

📌 Key topics covered:

• Math foundations (probability, linear algebra, calculus)
• Core ML and DL algorithms
• LLMs and Generative AI
• Coding interview prep
• SQL and analytics
• ML system design for production use

👉 Explore the full mindmap and start your AI journey!

No matter your level, this roadmap helps you build skills from basics to advanced — one step at a time.