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Автор: Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath
Издательство: Wiley
Год: 2020
Страниц: 1033
Язык: английский
Формат: pdf (true)
Размер: 62.5 MB
Introduces basic concepts in probability and statistics to data science students, as well as engineers and scientists. Aimed at undergraduate/graduate-level engineering and natural science students, this timely, fully updated edition of a popular book on statistics and probability shows how real-world problems can be solved using statistical concepts. It removes Excel exhibits and replaces them with R software throughout, and updates both MINITAB and JMP software instructions and content. A new chapter discussing data mining―including big data, classification, Machine Learning, and visualization―is featured. Another new chapter covers cluster analysis methodologies in hierarchical, nonhierarchical, and model based clustering.