{"product_id":"data-insight-foundations-step-by-step-data-analysis-with-r-9798868805790","title":"Data Insight Foundations: Step-By-Step Data Analysis with R","description":"\u003cp\u003e • Author(s): Nikita Tkachenko\u003cbr\u003e • Publisher: Apress\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Database Administration \u0026amp; Management\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book is an essential guide designed to equip you with the vital tools and knowledge needed to excel in data science. Master the end-to-end process of data collection, processing, validation, and imputation using R, and understand fundamental theories to achieve transparency with literate programming, renv, and Git--and much more. Each chapter is concise and focused, rendering complex topics accessible and easy to understand.\u003c\/p\u003e \u003cp\u003e\u003cem\u003eData Insight Foundations\u003c\/em\u003e caters to a diverse audience, including web developers, mathematicians, data analysts, and economists, and its flexible structure allows enables you to explore chapters in sequence or navigate directly to the topics most relevant to you.\u003c\/p\u003e \u003cp\u003eWhile examples are primarily in R, a basic understanding of the language is advantageous but not essential. Many chapters, especially those focusing on theory, require no programming knowledge at all. Dive in and discover how to manipulate data, ensure reproducibility, conduct thorough literature reviews, collect data effectively, and present your findings with clarity.\u003c\/p\u003e \u003cp\u003e\u003cbr\u003eWhat You Will Learn\u003c\/p\u003e \u003cul\u003e \u003cli\u003eData Management: Master the end-to-end process of data collection, processing, validation, and imputation using R.\u003c\/li\u003e \u003cli\u003eReproducible Research: Understand fundamental theories and achieve transparency with literate programming, renv, and Git.\u003c\/li\u003e \u003cli\u003eAcademic Writing: Conduct scientific literature reviews and write structured papers and reports with Quarto.\u003c\/li\u003e \u003cli\u003eSurvey Design: Design well-structured surveys and manage data collection effectively.\u003c\/li\u003e \u003cli\u003eData Visualization: Understand data visualization theory and create well-designed and captivating graphics using ggplot2.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eWho this Book is For\u003c\/p\u003e \u003cp\u003eCareer professionals such as research and data analysts transitioning from academia to a professional setting where production quality significantly impacts career progression. Some familiarity with data analytics processes and an interest in learning R or Python are ideal. \u003c\/p\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45866071949463,"sku":"9798868805790","price":3047.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798868805790.webp?v=1768604157","url":"https:\/\/atlanticbooks.com\/products\/data-insight-foundations-step-by-step-data-analysis-with-r-9798868805790","provider":"Atlantic Books","version":"1.0","type":"link"}