30.25 USD
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
(9781491910399 / 42529557) - Mathematical & statistical software - First edition - O'Reilly - Sebastopol, United States - Dimensions: 227 x 160 x 27 mm - Format: 522 pages - Height: 231 mm - Spine width: 24 mm | R for Data Science
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R for Data Science is an essential guide for anyone looking to learn how to use R for data analysis and visualization. The book covers various topics such as importing, tidying, transforming, visualizing, and modeling data using R programming language. It also introduces readers to RStudio and the tidyverse, a collection of R packages that make data science faster, easier, and more enjoyable.
The authors, Hadley Wickham and Garrett Grolemund, have designed the book to be accessible to beginners with no prior programming experience. They guide readers through each step of the data science cycle, from importing raw data to communicating the results of their analysis. The book is divided into five sections: Import, Tidy, Transform, Visualize, and Model Data, each covering a different aspect of working with data in R.
In the Import section, readers learn how to read data into R from various sources such as CSV files, databases, and web APIs. The Tidy section teaches readers how to clean and organize their data so that it can be easily analyzed. In the Transform section, readers learn how to manipulate their data using various functions and packages in R.
The Visualize section covers techniques for creating informative and compelling visualizations of data using ggplot2, a popular graphics package in R. Finally, the Model section introduces readers to statistical modeling and machine learning techniques for making predictions from their data.
Throughout the book, the authors emphasize the importance of reproducibility and good coding practices, encouraging readers to write clear, concise code that can be easily shared with others. R for Data Science is an excellent resource for anyone looking to learn how to use R for data analysis and visualization, whether you're a beginner or an experienced programmer.
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| Tags | Data science paperback Data Science Data Science Import Data Science Tidy Data Science Transform Data Science Visualize Data Science Model Data Science Softback Data Science OReilly Data Science Very Good Data Science Import Tidy Data Science Import Transform Data Science Import Visualize Data Science Import Model Data Science Tidy Transform Data Science Tidy Visualize Data Science Tidy Model Data Science Transform Visualize Data Science Transform Model Data Science Visualize Model Data Science Import Tidy Transform Data Science Grolemund Garrett Data Science Wickham |
| Identifiers | |
| Brand |  O'Reilly Media is a technology media company. It was founded by Tim O'Reilly in 1978 and publishes books, magazines, conferences, and webinars. |
| ISBN | O'Reilly Media 1491910399 |
| MPN | O'Reilly Media 42529557 |
| ID | 2541952 |
| Dimensions / Weight | |
| Key Features | |
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Category The percentage of alcohol present in an alcoholic beverage, expressed as a proportion of the total liquid volume. It indicates how strong the drink is and helps consumers compare products or comply with legal limits.
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Mathematical & statistical software |
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Dimensions The pixel dimensions of a display or image, expressed as width by height (e.g., 1920x1080). It indicates how many pixels are used to render the visual content and is commonly used for monitors, TVs, smartphones, cameras, and digital images.
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227 x 160 x 27 mm |
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Edition A brief statement indicating the edition or version of a product, such as "Reprint", "New Edition", or a numeric edition number like "2nd edition". It identifies which specific release of the item is being referenced.
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First edition |
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Format Indicates the physical or digital format in which a product is presented, such as "Hardback", "Paperback", "DVD", "Blu‑ray", "Vinyl", or other media types. The value may contain multiple comma‑separated items to represent combined attributes (e.g., "Hardback, Illustrated").
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522 pages |
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Height The vertical dimension of a product measured from its lowest to highest point. It is expressed in a physical unit such as millimetres, centimetres or inches and applies to any item where height is relevant, including books, electronics, furniture and other objects.
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231 mm |
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Imprint The name of the entity that publishes or distributes the product. It typically refers to a publishing house, imprint, or brand responsible for producing and releasing the item.
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O'Reilly |
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ISBN A unique identifier assigned to books and other printed publications, typically consisting of 10 or 13 digits. It may include hyphens for readability but is treated as a string value. The ISBN uniquely identifies a specific edition of a title across the publishing industry.
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9781491910399 |
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Languages A list of the natural languages in which a product is available or supported.
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English |
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Publication place The city, town, or region where a product was first published, released, or made available to the public. It typically includes geographic identifiers such as city names, state or province abbreviations, and country names, and may also contain postal codes or other location details.
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Sebastopol, United States |
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Publisher The name of the entity that publishes or distributes the product, such as a book, magazine, or other media item.
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O'Reilly Media, Inc, USA |
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Spine width The linear measurement of a book’s spine from one edge to the other, expressed in units such as millimetres or inches. It indicates how thick the binding is and helps determine storage space, handling, and compatibility with shelving or protective covers.
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24 mm |
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Weight The mass of the product expressed in a standard unit such as grams or kilograms. It represents how heavy the item is and can be used for shipping calculations, handling instructions, or consumer information.
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766 g |
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Width The horizontal measurement of a product, expressed in a linear unit such as millimetres or inches. It indicates how wide the item is from one side to the other and is used for sizing, fitting, and compatibility purposes.
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152 mm |
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