Hands-On Exploratory Data Analysis with R
Hands-On Exploratory Data Analysis with R puts the complete process of exploratory data analysis into a practical demonstration in one nutshell. You will understand the concepts of data analysis right from data ingestion, data cleaning, data manipulation to applying statistical techniques and visualizing hidden patterns.
Offered by
Difficulty Level
Intermediate
Completion Time
8h52m
Language
English
About Book
Who Is This Book For?
Hands-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.
Hands-On Exploratory Data Analysis with R
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 8h52m total length
Setting Up Our Data Analysis Environment
Importing Diverse Datasets
Examining, Cleaning, and Filtering
Visualizing Data Graphically with ggplot2
Creating Aesthetically Pleasing Reports with knitr and R Markdown
Univariate and Control Datasets
Time Series Datasets
Multivariate Datasets
Multi-Factor Datasets
Handling Optimization and Regression Data Problems
Next Steps
Related Resources
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