What is Machine Learning?
Machine learning (ML) is an application of artificial intelligence (AI) that provides the ability to automatically learn and improve from experience without having to explicitly program a system. Machine learning focuses entirely on the development of computer programs that can access data and use it to learn on its own.
Machine learning is a field of inquiry devoted to understanding and creating 'learning' methods, i.e. methods that take advantage of data to improve performance on certain tasks. The learning process begins with analyzing and observation of data. The subset of machine learning is closely related to computational statistics.
Machine learning is a crucial process in the growing field of data science. Through the use of statistical methods, algorithms are trained to make classifications or predictions and uncover important insights in data mining projects. These insights will subsequently drive decision-making within applications and businesses, ideally influencing key growth metrics.