Statistical Inference and Machine Learning for Big Data

Language: English

Published by Springer, Springer International Publishing Dez 2022, 2022

3031067835 / 9783031067839

Series: Book 11 of 11 - Springer Series in the Data Sciences

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This item is printed on demand - Print on Demand Titel. Neuware -This book presents a variety of advanced statistical methods at a level suitable for advanced undergraduate and graduate students as well as for others interested in familiarizing themselves with these important subjects. It proceeds to illustrate these methods in the context of real-life applications in a variety of areas such as genetics, medicine, and environmental problems.The book begins in Part I by outlining various data types and by indicating how these are normally represented graphically and subsequently analyzed. In Part II, the basic tools in probability and statistics are introduced with special reference to symbolic data analysis. The most useful and relevant results pertinent to this book are retained. In Part III, the focus is on the tools of machine learning whereas in Part IV the computational aspects of BIG DATA are presented.This book would serve as a handy desk reference for statistical methods at the undergraduate and graduate level as well as be useful in courses which aim to provide an overview of modern statistics and its applications.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 456 pp. Englisch.…

Seller Inventory # 9783031067839

Title
Statistical Inference and Machine Learning for Big Data
Author
Mayer Alvo
Publisher
Springer, Springer International Publishing Dez 2022
Publication year
2022
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3031067835
ISBN 13
9783031067839
Item weight
1,357 grams
Dimensions
285x215x30 mm
Series
Book 11 of 11: Springer Series in the Data Sciences

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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