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Statistical Machine Learning
Language: en
Pages: 525
Authors: Richard Golden
Categories: Computers
Type: BOOK - Published: 2020-06-24 - Publisher: CRC Press

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The recent rapid growth in the variety and complexity of new machine learning architectures requires the development of improved methods for designing, analyzin
An Introduction to Statistical Learning
Language: en
Pages: 617
Authors: Gareth James
Categories: Mathematics
Type: BOOK - Published: 2023-08-01 - Publisher: Springer Nature

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An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast
Introduction to Statistical Machine Learning
Language: en
Pages: 535
Authors: Masashi Sugiyama
Categories: Mathematics
Type: BOOK - Published: 2015-10-31 - Publisher: Morgan Kaufmann

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Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined
Statistics for Machine Learning
Language: en
Pages: 438
Authors: Pratap Dangeti
Categories: Computers
Type: BOOK - Published: 2017-07-21 - Publisher: Packt Publishing Ltd

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Build Machine Learning models with a sound statistical understanding. About This Book Learn about the statistics behind powerful predictive models with p-value,
Multivariate Statistical Machine Learning Methods for Genomic Prediction
Language: en
Pages: 707
Authors: Osval Antonio Montesinos López
Categories: Technology & Engineering
Type: BOOK - Published: 2022-02-14 - Publisher: Springer Nature

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This book is open access under a CC BY 4.0 license This open access book brings together the latest genome base prediction models currently being used by statis
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