{"product_id":"9781783982035","title":"Mastering Data Analysis with R","description":"\u003cp\u003e\u003cb\u003eGain sharp insights into your data and solve real-world data science problems with R—from data munging to modeling and visualization\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eHandle your data with precision and care for optimal business intelligence\u003c\/li\u003e\n\u003cli\u003eRestructure and transform your data to inform decision-making\u003c\/li\u003e\n\u003cli\u003ePacked with practical advice and tips to help you get to grips with data mining\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eIf you are a data scientist or R developer who wants to explore and optimize your use of R's advanced features and tools, this is the book for you. A basic knowledge of R is required, along with an understanding of database logic.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eConnect to and load data from R's range of powerful databases\u003c\/li\u003e\n\u003cli\u003eSuccessfully fetch and parse structured and unstructured data\u003c\/li\u003e\n\u003cli\u003eTransform and restructure your data with efficient R packages\u003c\/li\u003e\n\u003cli\u003eDefine and build complex statistical models with glm\u003c\/li\u003e\n\u003cli\u003eDevelop and train machine learning algorithms\u003c\/li\u003e\n\u003cli\u003eVisualize social networks and graph data\u003c\/li\u003e\n\u003cli\u003eDeploy supervised and unsupervised classification algorithms\u003c\/li\u003e\n\u003cli\u003eDiscover how to visualize spatial data with R\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eR is an essential language for sharp and successful data analysis. Its numerous features and ease of use make it a powerful way of mining, managing, and interpreting large sets of data. In a world where understanding big data has become key, by mastering R you will be able to deal with your data effectively and efficiently.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book will give you the guidance you need to build and develop your knowledge and expertise. Bridging the gap between theory and practice, this book will help you to understand and use data for a competitive advantage.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eBeginning with taking you through essential data mining and management tasks such as munging, fetching, cleaning, and restructuring, the book then explores different model designs and the core components of effective analysis. You will then discover how to optimize your use of machine learning algorithms for classification and recommendation systems beside the traditional and more recent statistical methods.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStyle and approach\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eCovering the essential tasks and skills within data science, Mastering Data Analysis provides you with solutions to the challenges of data science. Each section gives you a theoretical overview before demonstrating how to put the theory to work with real-world use cases and hands-on examples.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47152414195952,"sku":"9781783982035","price":43.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781783982035_p0.jpg?v=1763726114","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781783982035","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}