数据可视化

Data Visualization

隶属于 数据挖掘 专项课程 » Learn how to transform information from…

伊利诺伊大学香槟分校

分享

数据可视化
  • 分类: 计算机
  • 平台: Coursera
  • 语言: 英语

隶属于 数据挖掘 专项课程 »
Learn how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication. Explore elements of computer graphics, human-computer interaction, perceptual psychology, and design in addition to data processing and computation.

课程概述

Learn to present data to an observer in a way that yields insight and understanding. The first week focuses on the infrastructure for data visualization. It introduces elementary graphics programming, focusing primarily on two-dimensional vector graphics and the programming platforms for graphics. This infrastructure will also include lessons on the human side of visualization, studying human perception and cognition to gain a better understanding of the target of the data visualization.

The second week will utilize the knowledge of graphics programming and human perception in the design and construction of visualizations, starting with simple charts and graphs and incorporating animation and user interactivity. The third week expands the data visualization vocabulary with more sophisticated methods, including hierarchical layouts and networks. The final week focuses on visualization of database and data mining processes, with methods specifically focused on visualization of unstructured information, such as text, and systems for visual analytics that provide decision support.

授课大纲

This course will be broken up into 4 weekly modules covering the following topics:

Week 1: Visualization Infrastructure (graphics programming and human perception)

Week 2: Basic Visualization (charts, graphs, animation, interactivity)

Week 3: Visualizing Relationships (hierarchies, networks)

Week 4: Visualizing Information (text, databases)

先修知识

Computing proficiency

授课形式

The course will have video lectures, accompanied by peer graded assignments.

常见问题解答

How does this course fit into the Data Mining Specialization?
This is the fifth course in the track.

声明:MOOC中国收录之课程均源自下列机构,版权均归他们所有。本站仅作报道并尊重其著作权益,感谢他们对MOOC事业做出的贡献!(排名不分先后)
  • Coursera
  • edX
  • OpenLearning
  • FutureLearn
  • iversity
  • Udacity
  • NovoEd
  • Canvas
  • Open2Study
  • Google
  • ewant
  • FUN
  • IOC-Athlete-MOOC
  • World-Science-U
  • Codecademy
  • CourseSites
  • opencourseworld
  • ShareCourse
  • gacco
  • MiriadaX
  • JANUX
  • openhpi
  • Stanford-Open-Edx
  • 网易云课堂
  • 中国大学MOOC
  • 学堂在线
  • 顶你学堂
  • 华文慕课
  • 好大学在线CnMooc

Copyright © 2008-2015 MOOC.CN 慕课改变你,你改变世界