Machine Learning: The New AI by Ethem Alpaydin
Requirements: ePUB, MOBI or AZW3 Reader, 1.2MB
Overview: Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition — as well as some we don’t yet use everyday, including driverless cars. It is the basis of the new approach in computing where we do not write programs but collect data; the idea is to learn the algorithms for the tasks automatically from data. As computing devices grow more ubiquitous, a larger part of our lives and work is recorded digitally, and as “Big Data” has gotten bigger, the theory of machine learning — the foundation of efforts to process that data into knowledge — has also advanced. In this book, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general reader, describing its evolution, explaining important learning algorithms, and presenting example applications.Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today’s machine learning boom in context. He describes the basics of machine learning and some applications.
Genre: Non-Fiction, Computer Science
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