Ebook Machine Learning The New AI (The MIT Press Essential Knowledge series)
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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; the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances, with such applications as customer segmentation and learning recommendations; and reinforcement learning, when an autonomous agent learns act so as to maximize reward and minimize penalty. Alpaydin then considers some future directions for machine learning and the new field of "data science," and discusses the ethical and legal implications for data privacy and security. AI winter - Wikipedia In the history of artificial intelligence an AI winter is a period of reduced funding and interest in artificial intelligence research The term was coined by BibMe: Free Bibliography & Citation Maker - MLA APA BibMe Free Bibliography & Citation Maker - MLA APA Chicago Harvard Techmeme The essential tech news of the moment Technology's news site of record Not for dummies Machine Learning - Free E-Books Machine Learning - list of freely downloadable books at E-Books Directory Nashville Analytics Summit The 2016 Nashville Analytics Summit presented by Tableau will be held on Thursday August 11 and Friday August 12 at the Omni Hotel in downtown Nashville Python Machine Learning - Python Machine Learning [Sebastian Raschka] on *FREE* shipping on qualifying offers Unlock deeper insights into Machine Leaning with this vital guide to Citation Machine: Format & Generate Citations APA MLA Citation Machine automatically generates citations in MLA APA Chicago Turabian and thousands more! Artificial intelligence - Wikipedia Artificial intelligence (AI) is intelligence exhibited by machines In computer science the field of AI research defines itself as the study of "intelligent agents AI With The Best online conference for developers Learn how to automate your systems how to build chat bots and the future of deep learning Explore the applications of machine learning NLP and computer vision 11th Annual Machine Learning Symposium The New York Machine Learning a subfield of computer science involves the development of mathematical algorithms that discover knowledge from specific data sets and then "learn
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