{"product_id":"learning-r-a-step-by-step-function-guide-to-data-analysis-9781449357108","title":"Learning R: A Step-By-Step Function Guide to Data Analysis","description":"\u003ch2\u003eMaster Data Analysis with R Programming\u003c\/h2\u003e\u003cp\u003eLearn how to perform data analysis with the R language and software environment, even if you have little or no programming experience. With the tutorials in this hands-on guide, you'll learn how to use the essential R tools you need to know to analyze data, including data types and programming concepts.\u003c\/p\u003e\u003cp\u003eThe second half of \u003ci\u003eLearning R\u003c\/i\u003e shows you real data analysis in action by covering everything from importing data to publishing your results. Each chapter in the book includes a quiz on what you've learned, and concludes with exercises, most of which involve writing R code.\u003c\/p\u003e\u003ch2\u003eWhat You'll Learn\u003c\/h2\u003e\u003cul\u003e\n\u003cli\u003eWrite a simple R program, and discover what the language can do\u003c\/li\u003e\n\u003cli\u003eUse data types such as vectors, arrays, lists, data frames, and strings\u003c\/li\u003e\n\u003cli\u003eExecute code conditionally or repeatedly with branches and loops\u003c\/li\u003e\n\u003cli\u003eApply R add-on packages, and package your own work for others\u003c\/li\u003e\n\u003cli\u003eLearn how to clean data you import from a variety of sources\u003c\/li\u003e\n\u003cli\u003eUnderstand data through visualization and summary statistics\u003c\/li\u003e\n\u003cli\u003eUse statistical models to pass quantitative judgments about data and make predictions\u003c\/li\u003e\n\u003cli\u003eLearn what to do when things go wrong while writing data analysis code\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch2\u003ePractical Approach to R Programming\u003c\/h2\u003e\u003cp\u003eThis tutorial-based guide takes you from basic programming concepts through advanced data analysis techniques. Each chapter builds on the previous one, with quizzes to test your understanding and coding exercises to reinforce your learning. Whether you're importing data from multiple sources, creating visualizations, or building statistical models for predictions, this book provides the practical knowledge you need.\u003c\/p\u003e\u003ch2\u003eAbout the Author\u003c\/h2\u003e\u003cp\u003eRichie is a data scientist with a background in chemical health and safety, and has worked extensively on tools to give non-technical users access to statistical models. He is the author of the R packages assertive for checking the state of your variables and sig to make sure your functions have a sensible API. He runs The Damned Liars statistics consultancy.\u003c\/p\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":50680924078354,"sku":"9781449357108","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_7e6309d6-bd09-49e4-95cb-415c75228a38.jpg?v=1733945968","url":"https:\/\/surprise-castle.myshopify.com\/products\/learning-r-a-step-by-step-function-guide-to-data-analysis-9781449357108","provider":"Surprise Castle","version":"1.0","type":"link"}