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Libro Reimpreso
portada A Comprehensive Guide to R Programming for Data Analytics
Type
Physical Book
Publisher
Author
Language
English
Pages
250
Format
Paperback
ISBN13
9780443454585

A Comprehensive Guide to R Programming for Data Analytics

Acharya, Parul (Author) · Morgan Kaufmann Publishers · Paperback

A Comprehensive Guide to R Programming for Data Analytics - Acharya, Parul

New Book Imported to South Africa
Delivery: 20 Jan - 29 Jan Shipping: 45 to 49 business days.
R 3,874
R 3,874

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Synopsis "A Comprehensive Guide to R Programming for Data Analytics"

A Comprehensive Guide to R Programming for Data Analytics provides a comprehensive presentation of univariate and multivariate statistical models within the general linear model and generalized linear model framework to analyze simple and complex data using R software. This book presents popular R packages that are used in data mining (e.g., caret-classification and regression, lubridate-dates and times, string-R for string data) and visualization (e.g., ggplot, ggthemes, ggtext). The R packages used to analyze data using a particular statistical model are explained through real-world and publicly available datasets. R codes are presented in a manner that helps readers understand the program code syntax. Examples of real-world data sets from a variety of academic disciplines are provided so that a wide audience can learn R programming to analyze data in their research. The book provides tips, recommendations, and strategies to troubleshoot common issues in R syntax, as well as definitions of key terms. Checkpoints are included to recap the concepts learned in each chapter. The book helps readers enhance their conceptual understanding and practical application of statistical models to real-world datasets, and enables readers to gain competency in R programming, which is an important skill in today's data-driven market.

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