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Hands-On Exploratory Data Analysis with R

Hands-On Exploratory Data Analysis with R

Radhika Datar; Harish Kumar Garg

Packt Publishing Limited
2019
nidottu
Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skillsKey FeaturesSpeed up your data analysis projects using powerful R packages and techniquesCreate multiple hands-on data analysis projects using real-world dataDiscover and practice graphical exploratory analysis techniques across domainsBook DescriptionHands-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 learnLearn powerful R techniques to speed up your data analysis projectsImport, clean, and explore data using powerful R packagesPractice graphical exploratory analysis techniquesCreate informative data analysis reports using ggplot2Identify and clean missing and erroneous dataExplore data analysis techniques to analyze multi-factor datasetsWho this book is forHands-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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Hope Is Not A Strategy

Hope Is Not A Strategy

Sirisha Bhamidipati; Harish Bhamidipati

Stardom Books
2023
pokkari
This is your go-to guide for building a strong, positive company culture. This book is a practical journey into the heart of what makes companies succeed: a deliberate focus on alignment and culture.You'll find real-world examples and a step-by-step guide to creating a culture that syncs your organization's goals and values. Whether you're a leader, founder, or an employee aspiring to bring change, this book offers insights and tools to make your organization more cohesive and successful. Sirisha and Harish, co-founders of Align By Design, share their extensive experience and passion for organizational development, providing a roadmap to help companies at various stages of growth thrive through intentional action.
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