9781789804379-178980437X-Hands-On Exploratory Data Analysis with R: Become an expert in exploratory data analysis using R packages

Hands-On Exploratory Data Analysis with R: Become an expert in exploratory data analysis using R packages

ISBN-13: 9781789804379
ISBN-10: 178980437X
Author: Radhika Datar, Harish Garg
Publication date: 2019
Publisher: Packt Publishing
Format: Paperback 266 pages
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Book details

ISBN-13: 9781789804379
ISBN-10: 178980437X
Author: Radhika Datar, Harish Garg
Publication date: 2019
Publisher: Packt Publishing
Format: Paperback 266 pages

Summary

Hands-On Exploratory Data Analysis with R: Become an expert in exploratory data analysis using R packages (ISBN-13: 9781789804379 and ISBN-10: 178980437X), written by authors Radhika Datar, Harish Garg, was published by Packt Publishing in 2019. With an overall rating of 4.2 stars, it's a notable title among other Data Modeling & Design (Databases & Big Data, Data Processing) books. You can easily purchase or rent Hands-On Exploratory Data Analysis with R: Become an expert in exploratory data analysis using R packages (Paperback) from BooksRun, along with many other new and used Data Modeling & Design books and textbooks. And, if you're looking to sell your copy, our current buyback offer is $0.3.

Description

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skills

Key Features

  • Speed up your data analysis projects using powerful R packages and techniques
  • Create multiple hands-on data analysis projects using real-world data
  • Discover and practice graphical exploratory analysis techniques across domains

Book Description

Hands-On Exploratory Data Analysis with R will help you build not just a foundation but also expertise in the elementary ways to analyze data. You will learn how to understand your data and summarize its main characteristics. You'll also uncover the structure of your data, and you'll learn graphical and numerical techniques using the R language.

This 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 learn how to set up a data analysis environment with tools such as ggplot2, knitr, and R Markdown, using tools such as DOE Scatter Plot and SML2010 for multifactor, optimization, and regression data problems.

By the end of this book, you will be able to successfully carry out a preliminary investigation on any dataset, identify hidden insights, and present your results in a business context.

What you will learn

  • Learn powerful R techniques to speed up your data analysis projects
  • Import, clean, and explore data using powerful R packages
  • Practice graphical exploratory analysis techniques
  • Create informative data analysis reports using ggplot2
  • Identify and clean missing and erroneous data
  • Explore data analysis techniques to analyze multi-factor datasets

Who this book is for

Hands-On Exploratory Data Analysis with R is for data enthusiasts who want to build a strong foundation for data analysis. If you are a data analyst, data engineer, software engineer, or product manager, this book will sharpen your skills in the complete workflow of exploratory data analysis.

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