{"product_id":"data-analysis-with-r-second-edition-a-comprehensive-guide-to-manipulating-analyzing-and-visualizing-data-in-r-9781788393720","title":"Data Analysis with R - Second Edition: A comprehensive guide to manipulating, analyzing, and visualizing data in R","description":"\u003cp\u003e • Author(s): Anthony Fischetti\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Data Modeling \u0026amp; Design\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eLearn, by example, the fundamentals of data analysis as well as several intermediate to advanced methods and techniques ranging from classification and regression to Bayesian methods and MCMC, which can be put to immediate use.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eAnalyze your data using R - the most powerful statistical programming language\u003c\/li\u003e\n\u003cli\u003eLearn how to implement applied statistics using practical use-cases\u003c\/li\u003e\n\u003cli\u003eUse popular R packages to work with unstructured and structured data\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eFrequently the tool of choice for academics, R has spread deep into the private sector and can be found in the production pipelines at some of the most advanced and successful enterprises. The power and domain-specificity of R allows the user to express complex analytics easily, quickly, and succinctly.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eStarting with the basics of R and statistical reasoning, this book dives into advanced predictive analytics, showing how to apply those techniques to real-world data though with real-world examples.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003ePacked with engaging problems and exercises, this book begins with a review of R and its syntax with packages like Rcpp, ggplot2, and dplyr. From there, get to grips with the fundamentals of applied statistics and build on this knowledge to perform sophisticated and powerful analytics. Solve the difficulties relating to performing data analysis in practice and find solutions to working with messy data, large data, communicating results, and facilitating reproducibility.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book is engineered to be an invaluable resource through many stages of anyone's career as a data analyst.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGain a thorough understanding of statistical reasoning and sampling theory\u003c\/li\u003e\n\u003cli\u003eEmploy hypothesis testing to draw inferences from your data\u003c\/li\u003e\n\u003cli\u003eLearn Bayesian methods for estimating parameters\u003c\/li\u003e\n\u003cli\u003eTrain regression, classification, and time series models\u003c\/li\u003e\n\u003cli\u003eHandle missing data gracefully using multiple imputation\u003c\/li\u003e\n\u003cli\u003eIdentify and manage problematic data points\u003c\/li\u003e\n\u003cli\u003eLearn how to scale your analyses to larger data with Rcpp, data.table, dplyr, and parallelization\u003c\/li\u003e\n\u003cli\u003ePut best practices into effect to make your job easier and facilitate reproducibility\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eBudding data scientists and data analysts who are new to the concept of data analysis, or who want to build efficient analytical models in R will find this book to be useful. No prior exposure to data analysis is needed, although a fundamental understanding of the R programming language is required to get the best out of this book.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46485825323159,"sku":"9781788393720","price":4430.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781788393720.jpg?v=1766328264","url":"https:\/\/atlanticbooks.com\/products\/data-analysis-with-r-second-edition-a-comprehensive-guide-to-manipulating-analyzing-and-visualizing-data-in-r-9781788393720","provider":"Atlantic Books","version":"1.0","type":"link"}