
You can learn AI online in 2026 without a computer-science degree — by following a clear path: understand the core concepts, learn to use the tools, practise on real projects, and go deeper only where your goal requires it. Whether you want to work smarter with AI or build a career in it, the material is abundant and much of it is free. Here’s a practical, beginner-friendly roadmap — including the honest answer on whether you need maths and coding.



