{"product_id":"machine-learning","title":"Machine Learning","description":"\u003cb\u003eA concise primer on machine learning computer programs that learn from data and the basis of applications like voice recognition and driverless cars.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eNo in-depth knowledge of math or programming required!\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eToday, 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 every day, including driverless cars. It is the basis for a new approach to artificial intelligence that aims to program computers to use example data or past experience to solve a given problem. In this volume in the MIT Press Essential Knowledge series, Ethem Alpaydin offers a concise and accessible overview of  the new AI.  This expanded edition offers new material on such challenges facing machine learning as privacy, security, accountability, and bias.\u003cbr\u003e\u003cbr\u003eAlpaydin explains that as Big Data has grown, the theory of machine learning the foundation of efforts to process that data into knowledge has also advanced. He covers:\u003cbr\u003e\u003cbr\u003e  The evolution of machine learning\u003cbr\u003e  Important learning algorithms and example applications\u003cbr\u003e  Using machine learning algorithms for pattern recognition\u003cbr\u003e  Artificial neural networks inspired by the human brain\u003cbr\u003e  Algorithms that learn associations between instances\u003cbr\u003e  Reinforcement learning\u003cbr\u003e  Transparency, explainability, and fairness in machine learning\u003cbr\u003e  The ethical and legal implicates of data-based decision making\u003cbr\u003e\u003cbr\u003eA comprehensive introduction to machine learning, this book does not require any previous knowledge of mathematics or programming making it accessible for everyday readers and easily adoptable for classroom syllabi.","brand":"Buchserien.de","offers":[{"title":"Neuware","offer_id":53962775920978,"sku":"9780262542524","price":18.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0615\/7002\/3593\/files\/unnamed_61505fc1-4f15-4ab9-8e68-863fe7471518.jpg?v=1783592576","url":"https:\/\/www.buchserien.de\/products\/machine-learning","provider":"Buchserien.de","version":"1.0","type":"link"}