Artificial Intelligence, Big Data and Data Science in Statistics (eBook, PDF)
eBook, PDF

Artificial Intelligence, Big Data and Data Science in Statistics (eBook, PDF)

Challenges and Solutions in Environmetrics, the Natural Sciences and Technology

Redaktion: Steland, Ansgar; Tsui, Kwok-Leung
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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 dat...

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