数据产品开发

Developing Data Products

1687 次查看
约翰霍普金斯大学
Coursera
  • 完成时间大约为 14 个小时
  • 混合难度
  • 英语, 韩语, 其他
注:本课程由Coursera和Linkshare共同提供,因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

Build an R Markdown presentation that includes a data visualization

Create a data product that tells a story to a mass audience

Develop basic applications and interactive graphics using GoogleVis

Use Leaflet to create interactive annotated maps

课程概况

A data product is the production output from a statistical analysis. Data products automate complex analysis tasks or use technology to expand the utility of a data informed model, algorithm or inference. This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a data product that can be used to tell a story about data to a mass audience.

课程大纲

周1
完成时间为 1 小时
Course Overview
In this overview module, we'll go over some information and resources to help you get started and succeed in the course.
1 个视频 (总计 1 分钟), 5 个阅读材料

完成时间为 3 小时
Shiny, GoogleVis, and Plotly
Now we can turn to the first substantive lessons. In this module, you'll learn how to develop basic applications and interactive graphics in shiny, compose interactive HTML graphics with GoogleVis, and prepare data visualizations with Plotly.
24 个视频 (总计 124 分钟), 2 个阅读材料, 1 个测验

周2
完成时间为 3 小时
R Markdown and Leaflet
During this module, we'll learn how to create R Markdown files and embed R code in an Rmd. We'll also explore Leaflet and use it to create interactive annotated maps.
12 个视频 (总计 45 分钟), 1 个阅读材料, 2 个测验

周3
完成时间为 3 小时
R Packages
In this module, we'll dive into the world of creating R packages and practice developing an R Markdown presentation that includes a data visualization built using Plotly.
5 个视频 (总计 65 分钟), 1 个阅读材料, 2 个测验

周4
完成时间为 2 小时
Swirl and Course Project
Week 4 is all about the Course Project, producing a Shiny Application and reproducible pitch.

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