Information Visualization: Programming with D3.js

所在平台: Coursera

课程主页: https://www.coursera.org/learn/information-visualization-programming-d3js

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课程简介

课程名称:信息可视化:使用D3.js编程 课程概述:在本课程中,您将学习如何使用D3.js为网页创建强大的可视化效果。掌握D3.js将使您能够创建不同类型的可视化,并可视化多种数据类型。您将能够创造从简单的条形图到您自己全新革命性技术的自由。 本课程涵盖了使用D3创建可视化的基本知识,以及如何处理表格数据、地理信息和网络数据。到课程结束时,您将能够: - 创建条形图和折线图 - 创建分级地图和符号地图 - 创建节点连接图和树形图 - 实现缩放和选择功能 - 通过交互链接两个或多个视图 课程结合了理论与实践讲座。我们将逐步向您展示如何使用库构建实际可视化效果及其背后的理论概念。通过整个课程,您将学习构建完整应用程序所需的技能,课程结束时将能够实现一个完整的可视化系统来展示航空路线。 本课程是“信息可视化专精”的第三门课程。课程希望学员具备一些基本的编程知识及可视化技能。 课程大纲: - 名称:网页与D3.js简介 描述:本模块将重点介绍网页开发和D3.js的基础知识。 - 名称:数据处理与绘图 描述:本周我们将学习如何使用D3.js加载和处理数据。 - 名称:线条、弧形与地图 描述: - 名称:布局与交互 描述: 通过本课程的学习,您将能够掌握信息可视化的核心技能,为理解和应用数据可视化技术奠定坚实的基础。

课程大纲

Name:Introduction to web and d3

Description:In this module we will focus on the basics of web development and d3.js

Name:Dealing & drawing with data

Description:In this week we will learn how can we load and manipulate data using d3.js

Name:Lines, Arcs, and maps

Description:

Name:Layouts and interaction

Description:

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课程详情

In this course you will learn how to use D3.js to create powerful visualizations for web. Learning D3.js will enable you to create many different types of visualization and to visualize many different data types. It will give you the freedom to create something as simple as a bar chart as well your own new revolutionary technique. In this course we will cover the basics of creating visualizations with D3 as well as how to deal with tabular data, geography and networks. By the end of this course you will be able to: - Create bar and line charts - Create choropleth and symbol maps - Create node-link diagrams and tree maps - Implement zooming and brushing - Link two or more views through interaction The course mixes theoretical and practical lectures. We will show you step by step how to use the library to build actual visualizations and what theoretical concepts lie behind them. Throughout the course you will learn skills that will lead you to building a whole application by the end of the lectures (a fully working visualization system to visualize airlines routes). This course is the third one of the “Specialization in Information Visualization". The course expects you to have some basic knowledge of programming as well as some basic visualization skills.

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