[ FreeCourseWeb ] Statistics and Probability with Applications for Engineers and Scientists, 2nd Edition

[ FreeCourseWeb.com ] Statistics and Probability with Applications for Engineers and Scientists, 2nd Edition

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ISBN: 1119516633 | 2020 | PDF | 1040 pages | 62 MB
Bhisham C. Gupta Irwin Guttman Kalanka P. Jayalath "Statistics and Probability with Applications for Engineers and Scientists, 2nd Edition"

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. The book also offers a chapter on Response Surfaces that previously appeared on the book’s companion website.

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