Machine Learning: The New AI Audiobook (Free)

Today, machine learning underlies a range of applications we use each day, from product recommendations to voice recognition — as well while some we don’t however make use of everyday, including driverless vehicles. It is the basis of the new approach in processing where we do not compose programs but collect data; the theory is to learn the algorithms for the jobs immediately from data. As processing devices grow more ubiquitous, a more substantial component of our lives and work is documented digitally, so that as ‘Big Data’ has about Machine Learning: THE BRAND NEW AI gotten larger, the theory of machine learning — the foundation of efforts to procedure that data into understanding — in addition has advanced. Within this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, explaining its evolution, explaining essential learning algorithms, and showing example applications. Alpaydin provides an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today’s machine learning increase in framework. He describes the basics of machine learning and some applications; the use of machine learning algorithms for pattern identification; artificial neural networks inspired by the mind; algorithms that learn associations between instances, with such applications as consumer segmentation and learning recommendations; and reinforcement learning, when an autonomous agent learns work so as to maximize prize and minimize penalty. Alpaydin then considers some potential directions for machine learning and the brand new field of ‘data science,’ and discusses the moral and legal implications for data privacy and security.