Machine learning
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Algorithms for Optimization (Bog, Hardback, Engelsk)A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems.
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Tanmay Teaches Julia for Beginners: A Springboard to Machine Learning for All Ages (Bog, Paperback / softback, Engelsk)Levering: Skaffevare (forvent 14 - 30 hverdage) -
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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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Beyond the Worst-Case Analysis of Algorithms (Bog, Hardback, Engelsk)Understanding when and why algorithms work is a fundamental challenge. For problems ranging from clustering to linear programming to neural networks there are... Læs mere
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Practical Smoothing: The Joys of P-splines (Bog, Hardback, Engelsk)P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a... 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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Model-Based Clustering and Classification for Data Science: With Applications in R (Bog, Hardback, Engelsk)This accessible but rigorous introduction is written for advanced undergraduates and beginning graduate students in data... Læs mere
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Machine Learning: The Art and Science of Algorithms that Make Sense of Data (Bog, Paperback / softback, Engelsk)Machine Learning brings together all the state-of-the-art methods for making sense of data. With hundreds of worked examples and... Læs mere
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Machine Learning for Speaker Recognition (Bog, Hardback, Engelsk)Understand fundamental and advanced statistical and deep learning models for robust speaker recognition and domain adaptation. Presenting state-of-the-art machine... Læs mere
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Information-Theoretic Methods in Data Science (Bog, Hardback, Engelsk)The first unified treatment of the interface between information theory and emerging topics in data science, written in a clear, tutorial style. Covering... Læs mere
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A Descriptive Study of Bengali Words (Bog, Hardback, Engelsk)This book provides some important findings about the general patterns of use of Bengali morphemes and sheds new light on the form and function of morphemes in... Læs mere
Levering: Skaffevare (forvent 14 - 30 hverdage)
