Build your ultimate AI agent
Descrição do curso
After learning the basics of using Shiny to build web applications, this course takes you to the next level by putting your newly acquired skills into practice. You'll get experience developing fun and realistic Shiny apps for different common use cases, such as using Shiny to explore a dataset, generate a customized plot, and even create a word cloud. With all this practice and new knowledge, you will be well-equipped to develop Shiny apps for your own use.
Pré-requisitos
Programa de estudos
Conteúdo do curso
1
Shiny review
In the first chapter, you'll review the essentials of Shiny development. You'll get reintroduced to the basic structure of a Shiny application, as well as some core Shiny concepts such as inputs, outputs, and reactivity. Completing this chapter will help refresh your Shiny knowledge and ensure you have the required skills to develop Shiny apps for real-life scenarios.
- Introduction50 XP
- Simple text100 XP
- Formatted text100 XP
- Adding structure to your app100 XP
- Inputs and outputs50 XP
- Adding inputs100 XP
- Adding placeholders for outputs100 XP
- Constructing output objects100 XP
- Reactivity 10150 XP
- Reactivity: simple reactive variable50 XP
- Reactivity: composed reactive variable50 XP
- Reactive contexts100 XP
2
Make the perfect plot using Shiny
Imagine you're preparing a figure for a manuscript using R. You spend a lot of time recreating the same plot over and over again by rerunning the same code but changing small parameters each time. The size of the points, the color of the points, the plot title, the data shown on the plot—these criteria all have to be just right before publishing the figure. To save you from the hassle of rerunning the code many times, you will learn how to create a Shiny app to make a customizable plot.
3
Explore a dataset interactively with Shiny
Let’s say your supervisor is impressed by the plot you created with Shiny and now wants to get familiar with the dataset you used in the plot. They don't want to simply have a raw data file, they want an interactive environment where they can view the data, filter it, and download it. This chapter will guide you in creating such an application—a Shiny app for exploring the Gapminder dataset.
4
Create your own word cloud in Shiny
Your friend really likes word clouds and has written an R function to generate them. They want to share this function with all their friends, but not all of them know how to use R. You offer to help by building a Shiny app that uses their function to let people create their own word clouds. This will allow all their friends—even the ones who are unfamiliar with R—to generate word clouds using a point-and-click interface. This chapter will guide you through the steps required to build this app.
R
Case Studies: Building Web Applications with Shiny in R
Curso
concluído
