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Machine Learning Revised And Updated Edition by Ethem Alpaydin, Paperback | Indigo Chapters
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Machine Learning Revised And Updated Edition by Ethem Alpaydin, Paperback | Indigo Chapters
From Ethem Alpaydin
Current price: $21.95
From Ethem Alpaydin
Machine Learning Revised And Updated Edition by Ethem Alpaydin, Paperback | Indigo Chapters
Current price: $21.95
Loading Inventory...
Size: 0.57 x 7 x 0.5625
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A concise overview of machine learning-computer programs that learn from data-the basis of such applications as voice recognition and driverless cars. 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 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. Alpaydin, author of a popular textbook on machine learning, explains that as "Big Data" has gotten bigger, the theory of machine learning-the foundation of efforts to process that data into knowledge-has also advanced. He describes the evolution of the field, explains important learning algorithms, and presents example applications. He discusses the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances; and reinforcement learning, when an autonomous agent learns to take actions to maximize reward. In a new chapter, he considers transparency, explainability, and fairness, and the ethical and legal implications of making decisions based on data. | Machine Learning Revised And Updated Edition by Ethem Alpaydin, Paperback | Indigo Chapters