Machine learning is a branch of artificial intelligence in which a system learns from data and improves results without each rule being programmed by hand. In advertising it powers automatic bid strategies, audience selection and conversion forecasts. It works better the more good-quality data it gets, which is why campaigns with few conversions give the algorithms too little signal. (Compare: Artificial Intelligence, Bid Strategy)