What exactly is Machine Learning?

Machine Learning is a subdomain of Artificial Intelligence that develops algorithms, which enable a computer to learn and make decisions without direct programming. Creation and training of such models are based on huge sets of data; the more time passes by, the better they become at their task, thus benefiting applications of image and speech recognition, natural language processing, and recommendation systems in general toward automatic patterns identification, predictions, or adjustments according to new information.