What's Machine Learning?

By now, you've likely heard a thing or two about machine learning. But what exactly does that mean? The key question is: what problem is machine learning meant to solve? What does it do well that other branches of artificial intelligence can't? Machine learning handles big data much more efficiently than either human brains or other approaches to artificial intelligence.