How AI Algorithms Learn: A Non-Technical Overview
Artificial Intelligence (AI) has become a part of our everyday lives, from virtual assistants to recommendation systems . Understanding how AI algorithms learn can seem complex, but here’s a simplified, non-technical overview to help you grasp the basics. Introduction to AI Learning AI learning is often referred to as machine learning , where algorithms learn from data to make decisions or predictions. Think of it as teaching a computer how to perform tasks by showing it examples rather than giving it explicit instructions. Key Concepts in AI Learning 1. Data Collection Definition : Data is the foundation of AI learning. It’s the information that the algorithm uses to learn. Example : Imagine teaching a computer to recognize pictures of cats. You would collect numerous images of cats, along with images of other things, to provide a diverse set of examples. 2. Training Definition : Training is the process where the algorithm learns from the data. It involves feeding data in...