A Beginner-Friendly Roadmap to Learning AI: From Zero to Expert

Artificial Intelligence can feel overwhelming when you’re just getting started. There are countless courses, tools, and buzzwords: LLMs, agents, MLOps, RAG and it’s not always clear what to learn first or how everything fits together. If you’re looking for a clear, structured learning path , Ed Donner’s Udemy courses form a practical roadmap that takes you from AI beginner to advanced practitioner , with a strong focus on real-world applications. Below is a simple, progressive guide , starting with non-technical foundations and ending with production-ready AI systems. Note: All recommendations are paid courses. 1. AI Strategy & Foundations (Beginner / Non-Technical) Executive Briefing: Generative AI & Large Language Models This course is ideal if you’re completely new to AI or coming from a business, product, or leadership background . It explains what Generative AI and LLMs are, why they matter, and how organizations can use them without requiring any coding. You’ll learn: What Genera