文件名称:
Advanced.R.Data.Programming.and.the.Cloud.1484220765
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文件大小: 11mb
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上传时间: 2016-11-23
详细说明： Program for data analysis using R and learn practical skills to make your work more efficient. This book covers how to automate running code and the creation of reports to share your results, as well as writing functions and packages. Advanced R 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 to programming in R to automate tasks. This book will show you how to manipulate data in modern R structures and includes connecting R to data bases such as SQLite, PostgeSQL, and MongoDB. The book closes with a hands-on section to get R running in the cloud. Each chapter also includes a detailed bibliography with references to research articles and other resources that cover relevant conceptual and theoretical topics. What You Will Learn Write and document R functions Make an R package and share it via GitHub or privately Add tests to R code to insure it works as intended Build packages automatically with GitHub Use R to talk directly to databases and do complex data management Run R in the Amazon cloud Generate presentation-ready tables and reports using R Who This Book Is For Working professionals, researchers, or 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. Table of Contents Chapter 1: Programming Basics Chapter 2: Programming Utilities Chapter 3: Programming Automation Chapter 4: Writing Functions Chapter 5: Writing Classes and Methods Chapter 6: Writing a Package Chapter 7: Introduction to Data Management Using data.table Chapter 8: Data Munging with data.table Chapter 9: Other Tools for Data Management Chapter 10: Reading Big Data(bases) Chapter 11: Getting a Cloud Chapter 12: Cloud Ubuntu for Windows Users Chapter 13: Every Cloud has a Shiny Lining Chapter 14: Shiny Dashboard Sampler Chapter 15: Dynamic Reports and the Cloud ...展开收缩
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