Machine Learning: How AI Works
Machine Learning: How AI Works Ever wondered what's happening behind the scenes when Netflix recommends your next favorite show or when your phone recognizes your face? That's artificial intelligence at work, specifically machine learning. But how does a computer actually "learn"? Let's break this seemingly magical process down into something we can all understand. The Recipe for AI: It All Starts with Data Machine learning is fundamentally about pattern recognition, and you can't identify patterns without examples—many examples. Consider how you learned to identify dogs as a child. You didn't memorize a checklist of "four legs + tail + barks = dog." Instead, you were shown various dogs of different breeds, sizes, and colors until your brain naturally developed an internal model of "dogness." AI operates similarly but requires significantly more examples than humans do. A facial recognition system might need millions of faces before it ...