{"product_id":"9781787288799","title":"R: Recipes for Analysis, Visualization and Machine Learning","description":"\u003cp\u003e\u003cb\u003eGet savvy with R language and actualize projects aimed at analysis, visualization and machine learning\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eProficiently analyze data and apply machine learning techniques\u003c\/li\u003e\n\u003cli\u003eGenerate visualizations, develop interactive visualizations and applications to understand various data exploratory functions in R\u003c\/li\u003e\n\u003cli\u003eConstruct a predictive model by using a variety of machine learning packages\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eThis Learning Path is ideal for those who have been exposed to R, but have not used it extensively yet. It covers the basics of using R and is written for new and intermediate R users interested in learning. This Learning Path also provides in-depth insights into professional techniques for analysis, visualization, and machine learning with R – it will help you increase your R expertise, regardless of your level of experience.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGet data into your R environment and prepare it for analysis\u003c\/li\u003e\n\u003cli\u003ePerform exploratory data analyses and generate meaningful visualizations of the data\u003c\/li\u003e\n\u003cli\u003eGenerate various plots in R using the basic R plotting techniques\u003c\/li\u003e\n\u003cli\u003eCreate presentations and learn the basics of creating apps in R for your audience\u003c\/li\u003e\n\u003cli\u003eCreate and inspect the transaction dataset, performing association analysis with the Apriori algorithm\u003c\/li\u003e\n\u003cli\u003eVisualize associations in various graph formats and find frequent itemset using the ECLAT algorithm\u003c\/li\u003e\n\u003cli\u003eBuild, tune, and evaluate predictive models with different machine learning packages\u003c\/li\u003e\n\u003cli\u003eIncorporate R and Hadoop to solve machine learning problems on big data\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eThe R language is a powerful, open source, functional programming language. At its core, R is a statistical programming language that provides impressive tools to analyze data and create high-level graphics. This Learning Path is chock-full of recipes. Literally! It aims to excite you with awesome projects focused on analysis, visualization, and machine learning. We'll start off with data analysis – this will show you ways to use R to generate professional analysis reports. We'll then move on to visualizing our data – this provides you with all the guidance needed to get comfortable with data visualization with R. Finally, we'll move into the world of machine learning – this introduces you to data classification, regression, clustering, association rule mining, and dimension reduction.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eR Data Analysis Cookbook by Viswa Viswanathan and Shanthi Viswanathan\u003c\/li\u003e\n\u003cli\u003eR Data Visualization Cookbook by Atmajitsinh Gohil\u003c\/li\u003e\n\u003cli\u003eMachine Learning with R Cookbook by Yu-Wei, Chiu (David Chiu)\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eStyle and approach\u003c\/b\u003e\u003cp\u003eThis course creates a smooth learning path that will teach you how to analyze data and create stunning visualizations. The step-by-step instructions provided for each recipe in this comprehensive Learning Path will show you how to create machine learning projects with R.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47135735152880,"sku":"9781787288799","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781787288799_p0.jpg?v=1763738661","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781787288799","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}