{"product_id":"advanced-r-4-data-programming-and-the-cloud-using-postgresql-aws-and-shiny-9781484259726","title":"Advanced R 4 Data Programming and the Cloud: Using Postgresql, Aws, and Shiny","description":"Program for data analysis using R and learn practical skills to make your work more efficient. This revised book explores how to automate running code and the creation of reports to share your results, as well as writing functions and packages. It includes key R 4 features such as a new color palette for charts, an enhanced reference counting system, and normalization of matrix and array types where matrix objects now formally inherit from the array class, eliminating inconsistencies.\u003cbr\u003e\u003ci\u003eAdvanced R 4 Data Programming and the Cloud\u003c\/i\u003e is not designed to teach advanced R programming nor to teach the theory behind statistical procedures. Rather, it is designed to be a practical guide moving beyond merely using R; it shows you how to program in R to automate tasks. \u003cbr\u003eThis book will teach you how to manipulate data in modern R structures and includes connecting R to databases such as PostgreSQL, cloud services such as Amazon Web Services (AWS), and digital dashboards such as Shiny. Each chapter also includes a detailed bibliography with references to research articles and other resources that cover relevant conceptual and theoretical topics.\u003cbr\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eWrite and document R functions using R 4\u003c\/li\u003e\n\u003cli\u003eMake an R package and share it via GitHub or privately\u003c\/li\u003e\n\u003cli\u003eAdd tests to R code to ensure it works as intended\u003c\/li\u003e\n\u003cli\u003eUse R to talk directly to databases and do complex data management\u003c\/li\u003e\n\u003cli\u003eRun R in the Amazon cloud\u003c\/li\u003e\n\u003cli\u003eDeploy a Shiny digital dashboard\u003c\/li\u003e\n\u003cli\u003eGenerate presentation-ready tables and reports using R\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eWorking professionals, researchers, and students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to take their R coding and programming to the next level.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/17\/2020\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484259726\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 433\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.91d","brand":"Matt Wiley, Joshua F. Wiley","offers":[{"title":"Default Title","offer_id":42935239704757,"sku":"9781484259726","price":59.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_b186f1bb-a374-45f2-baff-d05d909bcfa1.jpg?v=1688487142","url":"https:\/\/pastforward.org\/products\/advanced-r-4-data-programming-and-the-cloud-using-postgresql-aws-and-shiny-9781484259726","provider":"Past Forward","version":"1.0","type":"link"}