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Applied Data Visualization with R and ggplot2 [Instructor Edition]

By : Dr. Tania Moulik

Buy this Book

Applied Data Visualization with R and ggplot2 [Instructor Edition]

By: Dr. Tania Moulik

Buy this Book

Overview of this book

This course introduces you to the world of data visualization by talking about the basic features of ggplot2. Learn all about setting up the R environment and then begin exploring the features of ggplot2. Grammar of graphics and geometric objects are the fundamentals you must know before you dive deep into the plotting techniques. Read and discover what are layers, scales, coordinates, and themes, and explore how you can use them to transform your data into aesthetical graphs. Learn the simple plots, such as histograms, and then some advanced plots, such as superimposing plots and density plots. Learn to plot trends, correlations, and statistical summaries. After reading this course, your data visualizations will wow clients.

Preface

Who This Book Is For

What This Book Covers

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Free Chapter

Basic Plotting in ggplot2

Introduction to ggplot2

Geometric Objects

The Grammar of Graphics

Summary

Grammar of Graphics and Visual Components

What This Book Covers

Chapter 1, Basic Plotting in ggplot2, will help you to understand Kubernetes patterns which would be presented with the examples from Kubernetes itself and external applications.

Chapter 2, Grammar of Graphics and Visual Components, will help you to cover accessing Kubernetes API with raw HTTP queries to complex libraries with both in-cluster and out-cluster examples.

Chapter 3, Advanced Geoms And Statistics, will present extension capabilities of Kubernetes with custom resource definitions, custom controllers, dynamic admission controllers, and custom schedulers.