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Handbook of statistical analysis / Robert Nisbet (C 2025)

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Titre : Handbook of statistical analysis : AI and ML applications
Type de document : texte imprimé
Auteurs : Robert Nisbet (19..-..), Auteur ; John Fletcher Elder (1961-..), Auteur ; Gary D Miner (19..-..), Auteur
Mention d'édition : 3rd edition
Editeur : London, UK : Academic Press-Elsevier
Année de publication : C 2025
Importance : 1 vol. (XIX-472 p.)
Présentation : ill
Format : 27 cm
ISBN/ISSN/EAN : 978-0-443-15845-2
Langues : Anglais (eng)
Catégories : Data mining ; Exploration de donn?ees

Index. décimale : 006.3/12
Résumé : The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation. The Handbook helps one discern the technical and business problem, understand the strengths and weaknesses of modern data mining algorithms, and employ the right statistical methods for practical application. Use this book to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques, and discusses their application to real problems, in ways accessible and beneficial to practitioners across industries - from science and engineering, to medicine, academia and commerce. This handbook brings together, in a single resource, all the information a beginner will need to understand the tools and issues in data mining to build successful data mining solutions. (source : site ?editeur)

Handbook of statistical analysis : AI and ML applications [texte imprimé] / Robert Nisbet (19..-..), Auteur ; John Fletcher Elder (1961-..), Auteur ; Gary D Miner (19..-..), Auteur . - 3rd edition . - London, UK : Academic Press-Elsevier, C 2025 . - 1 vol. (XIX-472 p.) : ill ; 27 cm.
ISBN : 978-0-443-15845-2
Langues : Anglais (eng)
Catégories : Data mining ; Exploration de donn?ees

Index. décimale : 006.3/12
Résumé : The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation. The Handbook helps one discern the technical and business problem, understand the strengths and weaknesses of modern data mining algorithms, and employ the right statistical methods for practical application. Use this book to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques, and discusses their application to real problems, in ways accessible and beneficial to practitioners across industries - from science and engineering, to medicine, academia and commerce. This handbook brings together, in a single resource, all the information a beginner will need to understand the tools and issues in data mining to build successful data mining solutions. (source : site ?editeur)

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9857 519.2/NIS Livre Livres de la Bibliothèque FSNVST Probabilités , Statistique Disponible