{"product_id":"alpaydin-ethem-machine-learning","title":"Machine Learning","description":"\u003cp\u003eA concise primer on machine learning—computer programs that learn from data and the basis of applications like voice recognition and driverless cars. \n\n No in-depth knowledge of math or programming required! \n\nToday, 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.\n\nAlpaydin 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:\n\n• The evolution of machine learning\n• Important learning algorithms and example applications\n• Using machine learning algorithms for pattern recognition\n• Artificial neural networks inspired by the human brain\n• Algorithms that learn associations between instances\n• Reinforcement learning\n• Transparency, explainability, and fairness in machine learning\n• The ethical and legal implicates of data-based decision making\n\nA 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.\u003c\/p\u003e\u003ctable style=\"border-collapse: collapse; border: none;\"\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eEAN:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e9780262542524\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eFarbverschnitt:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eGenerell werden die Bücher ohne Farbverschnitt geliefert, auch wenn die Abbildungen einen Farbverschnitt zeigen.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eAuflage:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003erevised and updated edition, 21000\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eErscheinungsjahr:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e17.08.2021\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eProduktform:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eKartoniert\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eTitel der Reihe:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eThe MIT Press Essential Knowledge Series##\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eAutoren:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eAlpaydin, Ethem\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eAuflage\/Ausgabe:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003erevised and updated edition\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eAbbildungen:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e18 illustriert\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eThemenüberschrift:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eCOMPUTERS \/ Data Science \/ Machine Learning\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eKeyword:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003erecommendation engines;natural language processing;neural networks;reinforcement learning;algorithm design;algorithms;self driving cars;big data;ai books;artificial intelligence;deep learning;introduction to machine learning;machine learning for beginners;machine learning algorithms;machine learning system design;machine learning engineering;machine learning book;computer science books;computer programming;technology;computers;ai;computer;engineering;computer science;algorithm;machine learning\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eFachschema:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eWissenschaftsgeschichte (Naturwissenschaften)~Technik \/ Geschichte, Museen, Sehenswürdigkeiten~Intelligenz \/ Künstliche Intelligenz~KI~Künstliche Intelligenz - AI~Informationstechnologie~IT~Technologie \/ Informationstechnologie~EDV \/ Theorie \/ Allgemeines\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eFachkategorie:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eGeschichte der Naturwissenschaften~Technikgeschichte~Informationstechnik (IT), allgemeine Themen\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eLänge:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e176 mm\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eBreite:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e125 mm\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eHöhe:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e16 mm\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eGewicht:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003e256 gr\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr style=\"border: none;\"\u003e\n\u003ctd style=\"border: none; width: 30%;\"\u003eGenre:\u003c\/td\u003e\n\u003ctd style=\"border: none;\"\u003eImporte\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Alpaydin, Ethem","offers":[{"title":"Default Title","offer_id":54946642133318,"sku":"7413398","price":16.35,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0852\/3081\/3510\/files\/B00000004238704.jpg?v=1775238894","url":"https:\/\/www.averdo.com\/products\/alpaydin-ethem-machine-learning","provider":"Averdo","version":"1.0","type":"link"}