Artificial Intelligence, Big Data and Data Science in Statistics

Name: Artificial Intelligence, Big Data and Data Science in Statistics
Brand: Springer, Berlin
SKU: 9783031071577
Price: 1009.29 RON
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Challenges and Solutions in Environmetrics, the Natural Sciences and Technology

Autor: Ansgar Steland, Kwok-Leung Tsui

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Legare: Carte broșată

Editura: Springer, Berlin

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This book discusses the interplay between statistics, data science, machine learning and artificial...

Informații despre carte

Autor

Ansgar Steland, Kwok-Leung Tsui

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2023

Pagini

376

EAN

9783031071577

Enbook ID

44406340

Editura

Springer, Berlin

Greutate

539

Dimensiuni

155 x 235

Descriere completă

This book discusses the interplay between statistics, data science, machine learning and artificial intelligence, with a focus on environmental science, the natural sciences, and technology. It covers the state of the art from both a theoretical and a practical viewpoint and describes how to successfully apply machine learning methods, demonstrating the benefits of statistics for modeling and analyzing high-dimensional and big data. The book's expert contributions include theoretical studies of machine learning methods, expositions of general methodologies for sound statistical analyses of data as well as novel approaches to modeling and analyzing data for specific problems and areas. In terms of applications, the contributions deal with data as arising in industrial quality control, autonomous driving, transportation and traffic, chip manufacturing, photovoltaics, football, transmission of infectious diseases, Covid-19 and public health. The book will appeal to statisticians and data scientists, as well as engineers and computer scientists working in related fields or applications.

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Artificial Intelligence, Big Data and Data Science in Statistics

Challenges and Solutions in Environmetrics, the Natural Sciences and Technology

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Descriere completă

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