What is machine learning?
Machine learning is the science of getting computers to act without being explicitly programmed. It's a type of artificial intelligence that allows software applications to become more accurate in predicting outcomes. Machine learning is a science that's not new - but one that's gaining fresh momentum.
It was born from pattern recognition and the theory that computers can learn without being programmed to perform specific tasks, researchers interested in artificial intelligence wanted to see if computers could learn from data.
It is no doubt that the field of machine learning and artificial intelligence has increasingly gained more popularity in the past couple of years. It already has given us self-driving cars, speech recognition, effective web search, and a vastly improved understanding of the human genome in the last decade.
Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. The iterative aspect of machine learning is important because as models are exposed to new data, they are able to independently adapt. They learn from previous computations to produce reliable, repeatable decisions and results.