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Artificial Intelligence, Big Data and Data Science in Statistics

Challenges and Solutions in Environmetrics, the Natural Sciences and Technology

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Artificial Intelligence, Big Data and Data Science in Statistics Ansgar Steland
Libristo kod: 44406340
Nakladnici Springer, Berlin, studeni 2022
This book discusses the interplay between statistics, data science, machine learning and artificial... Cijeli opis
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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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Informacije o knjizi

Puni naziv Artificial Intelligence, Big Data and Data Science in Statistics
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2023
Broj stranica 376
EAN 9783031071577
Libristo kod 44406340
Nakladnici Springer, Berlin
Težina 539
Dimenzije 155 x 235
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