A Concise Introduction to Machine Learning - Couverture souple

Faul, A.C.

9781032878140: A Concise Introduction to Machine Learning

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ISBN 10 : 1032878142 ISBN 13 : 9781032878140

Editeur : Chapman and Hall/CRC, 2025

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A Concise Introduction to Machine Learning uses mathematics as the common language to explain a variety of machine learning concepts from basic principles and illustrates every concept using examples in both Python and MATLAB(R), which are available on GitHub and can be run from there in Binder in a web browser.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

� propos de l?auteur

A.C. Faul is a passionate educator believing that only with deep understanding of the underlying connecting principles of algorithms can progress be made. She obtained an MASt and PhD in Mathematics at the University of Cambridge. She has worked on a variety of algorithms both in industry and academic settings.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteur: Chapman and Hall/CRC
Date d'�dition: 2025
Langue: anglais
ISBN 10: 1032878142
ISBN 13: 9781032878140
Reliure: Broch�
Num�ro d'�dition: 2
Nombre de pages: 352
Coordonn�es du fabricant: non disponible
Personne responsable: non disponible

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Concise Introduction to Machine Learning

Faul, A. C.

Edit� par Chapman and Hall/CRC, 2025

ISBN 10 : 1032878142 ISBN 13 : 9781032878140

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A Concise Introduction to Machine Learning (Paperback)

A.C. Faul

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ISBN 10 : 1032878142 ISBN 13 : 9781032878140

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Paperback. Etat : new. Paperback. A Concise Introduction to Machine Learning uses mathematics as the common language to explain a variety of machine learning concepts from basic principles and illustrates every concept using examples in both Python and MATLAB, which are available on GitHub and can be run from there in Binder in a web browser. Each chapter concludes with exercises to explore the content.The emphasis of the book is on the question of Whyonly if why an algorithm is successful is understood, can it be properly applied and the results trusted. Standard techniques are treated rigorously, including an introduction to the necessary probability theory. This book addresses the commonalities of methods, aims to give a thorough and in-depth treatment and develop intuition for the inner workings of algorithms, while remaining concise.This useful reference should be essential on the bookshelf of anyone employing machine learning techniques, since it is born out of strong experience in university teaching and research on algorithms, while remaining approachable and readable. A Concise Introduction to Machine Learning uses mathematics as the common language to explain a variety of machine learning concepts from basic principles and illustrates every concept using examples in both Python and MATLAB, which are available on GitHub and can be run from there in Binder in a web browser. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N� de r�f. du vendeur 9781032878140

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Concise Introduction to Machine Learning (A)

Faul, A.C.

Edit� par Chapman and Hall/CRC, 2025

ISBN 10 : 1032878142 ISBN 13 : 9781032878140

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Etat : New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide. N� de r�f. du vendeur ABNR-283248

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Concise Introduction to Machine Learning (A)

A.C. Faul

Edit� par Chapman and Hall/CRC, 2025

ISBN 10 : 1032878142 ISBN 13 : 9781032878140

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Etat : Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. N� de r�f. du vendeur ABEOCT25-301811

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