Acerca de este Curso
4.0
118 calificaciones
29 revisiones

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Nivel intermedio

Aprox. 8 horas para completar

Sugerido: 4 weeks, 2 hours per week...

Inglés (English)

Subtítulos: Inglés (English), Francés (French), Chino (simplificado)

Habilidades que obtendrás

MappingGgplot2Data Visualization (DataViz)R Programming

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Nivel intermedio

Aprox. 8 horas para completar

Sugerido: 4 weeks, 2 hours per week...

Inglés (English)

Subtítulos: Inglés (English), Francés (French), Chino (simplificado)

Programa - Qué aprenderás en este curso

Semana
1
21 minutos para completar

Welcome to Building Data Visualization Tools

Before we get started, we'll take a quick overview of the course....
1 video (Total 1 minutos), 2 readings
2 lecturas
Textbook: Mastering Software Development in R10m
Syllabus10m
3 horas para completar

Plotting with ggplot2

Now, we'll dive into creating and customizing ggplot2 plots....
13 readings, 1 quiz
13 lecturas
Introduction10m
Initializing a ggplot object10m
Plot aesthetics10m
Creating a basic ggplot plot10m
Geoms10m
Using multiple geoms10m
Constant aesthetics10m
Example plots10m
Extensions of ggplot210m
Introduction10m
Guidelines for good plots10m
Scales and color10m
To find out more10m
1 ejercicio de práctica
Plotting with ggplot220m
Semana
2
2 horas para completar

Mapping and interactive plots

Mapping is a critical part of many data visualizations. During this module, we'll teach you how to create simple and dynamic maps with ggplot2 and ggmap, how to overlay data, and how to create chloropleth maps of US counties....
9 readings, 1 quiz
9 lecturas
Introduction10m
Basics of Mapping10m
ggmap, Google Maps API10m
Mapping US counties and states10m
More advanced mapping– Spatial objects10m
Where to find more on mapping with R10m
Overview of htmlWidgets10m
plotly package10m
Creating your own widget10m
1 ejercicio de práctica
Mapping and interactive plots20m
Semana
3
2 horas para completar

The grid Package

The grid package in R implements the primitive graphical functions that underly the ggplot2 plotting system. In this module, you'll learn how to work with grid to build graphics....
7 readings, 1 quiz
7 lecturas
Introduction10m
Overview of grid graphics10m
Grobs10m
Viewports10m
Grid graphics coordinate systems10m
The gridExtra package10m
Where to find more about grid graphics10m
1 ejercicio de práctica
Basics of grid graphics20m
Semana
4
6 horas para completar

Building New Graphical Elements

Building and modifying a theme in ggplot2 is a key feature of the ggplot2 package and system for building data graphics. In this final module, you'll learn to build a new theme and modifying existing themes with new features....
12 readings, 1 quiz
12 lecturas
Introduction10m
Why Build a New Theme?10m
Default Theme10m
Building a New Theme10m
Summary10m
Introduction10m
Building a Geom10m
Example: An Automatic Transparency Geom10m
Building a Stat10m
Example: Normal Confidence Intervals10m
Combining Geoms and Stats10m
Summary10m

Instructores

Avatar

Roger D. Peng, PhD

Associate Professor, Biostatistics
Bloomberg School of Public Health
Avatar

Brooke Anderson

Assistant Professor, Environmental & Radiological Health Sciences
Colorado State University

Acerca de Universidad Johns Hopkins

The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world....

Acerca del programa especializado Mastering Software Development in R

This Specialization covers R software development for building data science tools. As the field of data science evolves, it has become clear that software development skills are essential for producing useful data science results and products. You will obtain rigorous training in the R language, including the skills for handling complex data, building R packages and developing custom data visualizations. You will learn modern software development practices to build tools that are highly reusable, modular, and suitable for use in a team-based environment or a community of developers....
Mastering Software Development in R

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando te inscribes en un curso, obtienes acceso a todos los cursos que forman parte del Programa especializado y te darán un Certificado cuando completes el trabajo. Se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes auditar el curso sin costo.

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