Name: Statistical Inference and Machine Learning for Big Data (en Inglés)
Price: 453.02 PEN
Availability: InStock
Author: Alvo, Mayer
ISBN: 9783031067839

portada Statistical Inference and Machine Learning for Big Data (en Inglés)

Statistical Inference and Machine Learning for Big Data (en Inglés)

Formato

Libro Físico

Autor

Mayer Alvo

Editorial

Springer

Idioma

Inglés

N° páginas

431

Encuadernación

Tapa Dura

Dimensiones

27.6 x 20.6 x 1.8 cm

Peso

1.13 kg.

ISBN13

9783031067839

Categorías

Probabilidad y estadística
Matemáticas aplicadas
Inteligencia artificial

Statistical Inference and Machine Learning for Big Data (en Inglés)

Mayer Alvo (Autor) · Springer · Tapa Dura

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Reseña del libro "Statistical Inference and Machine Learning for Big Data (en Inglés)"

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.