{"product_id":"9781788620574","title":"R Data Analysis Projects","description":"\u003cp\u003e\u003cb\u003eGet valuable insights from your data by building data analysis systems from scratch with R.\u003c\/b\u003e\u003c\/p\u003eAbout This Book\u003cul\u003e\n\u003cli\u003eA handy guide to take your understanding of data analysis with R to the next level\u003c\/li\u003e\n\u003cli\u003eReal-world projects that focus on problems in finance, network analysis, social media, and more\u003c\/li\u003e\n\u003cli\u003eFrom data manipulation to analysis to visualization in R, this book will teach you everything you need to know about building end-to-end data analysis pipelines using R\u003c\/li\u003e\n\u003c\/ul\u003eWho This Book Is For\u003cp\u003eIf you are looking for a book that takes you all the way through the practical application of advanced and effective analytics methodologies in R, then this is the book for you. A fundamental understanding of R and the basic concepts of data analysis is all you need to get started with this book.\u003c\/p\u003eWhat You Will Learn\u003cul\u003e\n\u003cli\u003eBuild end-to-end predictive analytics systems in R\u003c\/li\u003e\n\u003cli\u003eBuild an experimental design to gather your own data and conduct analysis\u003c\/li\u003e\n\u003cli\u003eBuild a recommender system from scratch using different approaches\u003c\/li\u003e\n\u003cli\u003eUse and leverage RShiny to build reactive programming applications\u003c\/li\u003e\n\u003cli\u003eBuild systems for varied domains including market research, network analysis, social media analysis, and more\u003c\/li\u003e\n\u003cli\u003eExplore various R Packages such as RShiny, ggplot, recommenderlab, dplyr, and find out how to use them effectively\u003c\/li\u003e\n\u003cli\u003eCommunicate modeling results using Shiny Dashboards\u003c\/li\u003e\n\u003cli\u003ePerform multi-variate time-series analysis prediction, supplemented with sensitivity analysis and risk modeling\u003c\/li\u003e\n\u003c\/ul\u003eIn Detail\u003cp\u003eR offers a large variety of packages and libraries for fast and accurate data analysis and visualization. As a result, it's one of the most popularly used languages by data scientists and analysts, or anyone who wants to perform data analysis. This book will demonstrate how you can put to use your existing knowledge of data analysis in R to build highly efficient, end-to-end data analysis pipelines without any hassle.\u003c\/p\u003e\u003cp\u003eYou'll start by building a content-based recommendation system, followed by building a project on sentiment analysis with tweets. You'll implement time-series modeling for anomaly detection, and understand cluster analysis of streaming data. You'll work through projects on performing efficient market data research, building recommendation systems, and analyzing networks accurately, all provided with easy to follow codes.\u003c\/p\u003e\u003cp\u003eWith the help of these real-world projects, you'll get a better understanding of the challenges faced when building data analysis pipelines, and see how you can overcome them without compromising on the efficiency or accuracy of your systems. The book covers some popularly used R packages such as dplyr, ggplot2, RShiny, and others, and includes tips on using them effectively.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll have a better understanding of data analysis with R, and be able to put your knowledge to practical use without any hassle.\u003c\/p\u003eStyle and approach\u003cp\u003eThis book takes a unique, learn-as-you-do approach, as you build on your understanding of data analysis progressively with each project. This book is designed in a way that implementing each project will empower you with a unique skill set, and enable you to implement the next project more confidently.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47180867371248,"sku":"9781788620574","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781788620574_p0.jpg?v=1763739235","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781788620574","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}