1. How do I begin learning artificial intelligence with no technical background?

Start with foundational concepts: what AI is, its types (e.g., machine learning, generative AI), and real-world use cases.
Understand common AI domains: NLP, computer vision, robotics.
Learn ethical basics: AI governance, responsible use, bias and fairness.
Choose beginner-friendly courses that include modules, hands-on labs, and projects.