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Scaling up Machine Learning: Parallel and Distributed Approaches (Bog, Paperback / softback, Engelsk)In many practical situations it is impossible to run existing machine learning methods on a single computer, because either the data is too... Læs mere
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Evaluating Learning Algorithms: A Classification Perspective (Bog, Paperback / softback, Engelsk)This book gives a solid basis for conducting performance evaluations of learning algorithms in practical settings with an emphasis on... Læs mere
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Natural Language Processing: A Machine Learning Perspective (Bog, Hardback, Engelsk)With a machine learning approach and less focus on linguistic details, this natural language processing textbook introduces the fundamental mathematical and deep learning... Læs mere
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Optimal Estimation of Parameters (Bog, Hardback, Engelsk)This book presents a comprehensive and consistent theory of estimation. The framework described leads naturally to a powerful new tool, the generalized maximum capacity... Læs mere
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Foundations of Data Science (Bog, Hardback, Engelsk)This book is aimed towards both undergraduate and graduate courses in computer science on the design and analysis of algorithms for data. The material in this book will... Læs mere
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Essentials of Pattern Recognition: An Accessible Approach (Bog, Hardback, Engelsk)Introduces fundamental concepts, major models, and popular applications of pattern recognition for a one-semester undergraduate course. The text... Læs mere
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Barcodes for Mobile Devices (Bog, Hardback, Engelsk)This all-inclusive introduction describes the specifications and operation of barcodes for mobile devices. Focussing throughout on recent developments and two-dimensional... Læs mere
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