{"product_id":"9781789804379","title":"Hands-On Exploratory Data Analysis with R : Become an expert in exploratory data analysis using R packages","description":"\u003cp\u003eLearn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skills\u003c\/p\u003e\n\n\u003cp\u003eKey Features\u003c\/p\u003e\n\n\u003cp\u003eSpeed up your data analysis projects using powerful R packages and techniques\n\u003cbr\u003eCreate multiple hands-on data analysis projects using real-world data\n\u003cbr\u003eDiscover and practice graphical exploratory analysis techniques across domains\u003c\/p\u003e\n\n\u003cp\u003eBook DescriptionHands-On Exploratory Data Analysis with R will help you build a strong foundation in data analysis and get well-versed with elementary ways to analyze data. You will learn how to understand your data and summarize its characteristics. You'll also study the structure of your data, and you'll explore graphical and numerical techniques using the R language.\n\u003cbr\u003eThis book covers the entire exploratory data analysis (EDA) process—data collection, generating statistics, distribution, and invalidating the hypothesis. As you progress through the book, you will set up a data analysis environment with tools such as ggplot2, knitr, and R Markdown, using DOE Scatter Plot and SML2010 for multifactor, optimization, and regression data problems.\n\u003cbr\u003eBy the end of this book, you will be able to successfully carry out a preliminary investigation on any dataset, uncover hidden insights, and present your results in a business context.What you will learn\u003c\/p\u003e\n\n\u003cp\u003eLearn effective R techniques that can accelerate your data analysis projects\n\u003cbr\u003eImport, clean, and explore data using powerful R packages\n\u003cbr\u003ePractice graphical exploratory analysis techniques\n\u003cbr\u003eCreate informative data analysis reports using ggplot2\n\u003cbr\u003eIdentify and clean missing and erroneous data\n\u003cbr\u003eExplore data analysis techniques to analyze multi-factor datasets\u003c\/p\u003e\n\n\u003cp\u003eWho this book is forHands-On Exploratory Data Analysis with R is for data enthusiasts who want to build a strong foundation in data analysis. If you are a data analyst, data engineer, software engineer, or product manager, this book will sharpen your skills in the complete exploratory data analysis workflow.\u003c\/p\u003e","brand":"Packt Publishing Limited","offers":[{"title":"Default Title","offer_id":42609256923211,"sku":"00000_00000_00000_00000","price":1247.51,"currency_code":"THB","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0641\/0023\/7387\/files\/9781789804379-1.jpg?v=1783474579","url":"https:\/\/kinokuniya.co.th\/products\/9781789804379","provider":"Books Kinokuniya Thailand","version":"1.0","type":"link"}