{"product_id":"9781789616101","title":"R Programming Fundamentals: Deal with data using various modeling techniques","description":"\u003cb\u003eStudy data analysis and visualization to successfully analyze data with R\u003c\/b\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGet to grips with data cleaning methods\u003c\/li\u003e\n\u003cli\u003eExplore statistical concepts and programming in R, including best practices\u003c\/li\u003e\n\u003cli\u003eBuild a data science project with real-world examples\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. You’ll start by understanding how to set up R and RStudio, followed by exploring R packages, functions, data structures, control flow, and loops.\u003c\/p\u003e\u003cp\u003eOnce you have grasped the basics, you’ll move on to studying data visualization and graphics. You’ll learn how to build statistical and advanced plots using the powerful ggplot2 library. In addition to this, you’ll discover data management concepts such as factoring, pivoting, aggregating, merging, and dealing with missing values.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you’ll have completed an entire data science project of your own for your portfolio or blog.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUse basic programming concepts of R such as loading packages, arithmetic functions, data structures, and flow control\u003c\/li\u003e\n\u003cli\u003eImport data to R from various formats such as CSV, Excel, and SQL\u003c\/li\u003e\n\u003cli\u003eClean data by handling missing values and standardizing fields\u003c\/li\u003e\n\u003cli\u003ePerform univariate and bivariate analysis using ggplot2\u003c\/li\u003e\n\u003cli\u003eCreate statistical summary and advanced plots such as histograms, scatter plots, box plots, and interaction plots\u003c\/li\u003e\n\u003cli\u003eApply data management techniques, such as factoring, pivoting, aggregating, merging, and dealing with missing values, on example datasets\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eR Programming Fundamentals is for you if you are an analyst who wants to grow in the field of data science and explore the latest tools.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":46543928262897,"sku":"9781789616101","price":30.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781789616101_p0.jpg?v=1765952880","url":"https:\/\/shop.barnesandnoble.com\/products\/9781789616101","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}