Scala Capstone函数式编程

Functional Programming in Scala Capstone

584 次查看
洛桑联邦理工学院
Coursera
  • 完成时间大约为 15 个小时
  • 混合难度
  • 英语, 葡萄牙语
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

课程概况

In the final capstone project you will apply the skills you learned by building a large data-intensive application using real-world data.

You will implement a complete application processing several gigabytes of data. This application will show interactive visualizations of the evolution of temperatures over time all over the world.

The development of such an application will involve:
— transforming data provided by weather stations into meaningful information like, for instance, the average temperature of each point of the globe over the last ten years ;
— then, making images from this information by using spatial and linear interpolation techniques ;
— finally, implementing how the user interface will react to users’ actions.

课程大纲

Project overview

Get an overview of the project and all the information to get started. Transform data provided by weather stations into meaningful information.

Raw data display

Transform temperature data into images, using various interpolation techniques.

Interactive visualization

Generate images compatible with most Web-based mapping libraries.

Data manipulation

Get more meaning from your data: compute temperature deviations compared to normals.

Value-added information visualization

Generate images using bilinear interpolation.

Interactive user interface

Implement how the user interface will react to users’ actions

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