Data mining and machine learning : fundamental concepts and algorithms 2d EditionКНИГИ » ПРОГРАММИНГ
Название: Data mining and machine learning : fundamental concepts and algorithms, Revised Second Edition Автор: Zaki, Mohammed J. and Wagner Meira, Jr. Издательство: Cambridge University Press Год: 2020 Формат: PDF Страниц: 776 Размер: 19.5 Mb Язык: English
The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts.New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning
Data Mining Algorithms: Explained Using R Автор: Pawel Cichosz Название: Data Mining Algorithms: Explained Using R Издательство: Wiley Год: 2015 ISBN: 978-1118332580 Язык: English Формат: pdf...
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Data mining and machine learning : fundamental concepts and algorithms 2d Edition 
