Machine learning
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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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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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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
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