Verwandte Artikel zu R Programming Fundamentals: Deal with data using various...
Inhaltsangabe
Study data analysis and visualization to successfully analyze data with R
Key Features
- Get to grips with data cleaning methods
- Explore statistical concepts and programming in R, including best practices
- Build a data science project with real-world examples
Book Description
R Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. To start with, you'll understand you how to set up R and RStudio, followed by exploring R packages, functions, data structures, control flow, and loops.
Once you have grasped the basics, you'll move on to studying data visualization and graphics. You'll learn how to build statistical and advanced plots using the powerful ggplot2 library. In addition to this, you'll discover data management concepts such as factoring, pivoting, aggregating, merging, and dealing with missing values.
By the end of this book, you'll have completed an entire data science project of your own for your portfolio or blog.
What you will learn
- Use basic programming concepts of R such as loading packages, arithmetic functions, data structures, and flow control
- Import data to R from various formats such as CSV, Excel, and SQL
- Clean data by handling missing values and standardizing fields
- Perform univariate and bivariate analysis using ggplot2
- Create statistical summary and advanced plots such as histograms, scatter plots, box plots, and interaction plots
- Apply data management techniques, such as factoring, pivoting, aggregating, merging, and dealing with missing values, on the example datasets
Who this book is for
R Programming Fundamentals is for you if you are an analyst who wants to grow in the field of data science and explore the latest tools.
Table of Contents
- Introducing R
- Data Visualization and Graphics
- Data Management
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
Über die Autorin bzw. den Autor
Kaelen Medeiros is a content quality developer at DataCamp, where she works to improve course content and tracks quality metrics across the company. She also works as a data scientist/developer for HealthLabs, who develop automated methods for analyzing large amounts of medical data. She received her MS in biostatistics from Louisiana State University Health Sciences Center in 2016. Outside of work, she has one cat, listens to way too many podcasts, and enjoys running.
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R Programming Fundamentals: Deal with data using various modeling techniques
Verlag:
Packt Publishing (edition ), 2018
ISBN 10: 1789612993
ISBN 13: 9781789612998
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Zustand: New. Data analysis is crucial to accurately predict the performance of an application. The book begins by getting you started with R, including basic programming and data import, data visualization, pivoting, merging, aggregating, and joins. Once you are comfort. Bestandsnummer des Verkäufers 448332083
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Paperback. Zustand: New. Study data analysis and visualization to successfully analyze data with RKey FeaturesGet to grips with data cleaning methodsExplore statistical concepts and programming in R, including best practicesBuild a data science project with real-world examplesBook DescriptionR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. To start with, you'll understand you how to set up R and RStudio, followed by exploring R packages, functions, data structures, control flow, and loops.Once you have grasped the basics, you'll move on to studying data visualization and graphics. You'll learn how to build statistical and advanced plots using the powerful ggplot2 library. In addition to this, you'll discover data management concepts such as factoring, pivoting, aggregating, merging, and dealing with missing values.By the end of this book, you'll have completed an entire data science project of your own for your portfolio or blog.What you will learnUse basic programming concepts of R such as loading packages, arithmetic functions, data structures, and flow controlImport data to R from various formats such as CSV, Excel, and SQLClean data by handling missing values and standardizing fieldsPerform univariate and bivariate analysis using ggplot2Create statistical summary and advanced plots such as histograms, scatter plots, box plots, and interaction plotsApply data management techniques, such as factoring, pivoting, aggregating, merging, and dealing with missing values, on the example datasetsWho this book is forR Programming Fundamentals is for you if you are an analyst who wants to grow in the field of data science and explore the latest tools. Bestandsnummer des Verkäufers LU-9781789612998
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R Programming Fundamentals (Paperback or Softback)
Verlag:
Packt Publishing 9/27/2018, 2018
ISBN 10: 1789612993
ISBN 13: 9781789612998
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Paperback. Zustand: New. Study data analysis and visualization to successfully analyze data with RKey FeaturesGet to grips with data cleaning methodsExplore statistical concepts and programming in R, including best practicesBuild a data science project with real-world examplesBook DescriptionR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. To start with, you'll understand you how to set up R and RStudio, followed by exploring R packages, functions, data structures, control flow, and loops.Once you have grasped the basics, you'll move on to studying data visualization and graphics. You'll learn how to build statistical and advanced plots using the powerful ggplot2 library. In addition to this, you'll discover data management concepts such as factoring, pivoting, aggregating, merging, and dealing with missing values.By the end of this book, you'll have completed an entire data science project of your own for your portfolio or blog.What you will learnUse basic programming concepts of R such as loading packages, arithmetic functions, data structures, and flow controlImport data to R from various formats such as CSV, Excel, and SQLClean data by handling missing values and standardizing fieldsPerform univariate and bivariate analysis using ggplot2Create statistical summary and advanced plots such as histograms, scatter plots, box plots, and interaction plotsApply data management techniques, such as factoring, pivoting, aggregating, merging, and dealing with missing values, on the example datasetsWho this book is forR Programming Fundamentals is for you if you are an analyst who wants to grow in the field of data science and explore the latest tools. Bestandsnummer des Verkäufers LU-9781789612998
Anzahl: Mehr als 20 verfügbar
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R Programming Fundamentals: Deal with data using various modeling techniques
Verlag:
Packt Publishing Limited, 2018
ISBN 10: 1789612993
ISBN 13: 9781789612998
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