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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/information-visualization-advanced-techniques
课程评论:没有评论
课程名称:信息可视化:高级技术 课程概述:本课程旨在介绍超越基本图表的高级可视化技术,这些基础内容已在《信息可视化:基础》课程中讨论。课程内容围绕数据类型组织,涵盖时间数据、空间数据、网络与树结构数据以及文本数据的高级方法。在模块中,我们还将教授学习者如何在D3.js中开发创新的技术。 学习目标: - 分析各种数据可视化问题的设计空间,了解针对特定问题的可用设计以及其各自的优缺点。 - 时间数据 - 空间数据 - 时空数据 - 网络 - 树结构 - 文本数据 该课程为信息可视化专业化的第四门课程,要求学习者具备一定的编程基础以及一些基础的可视化技能(这些技能在专业化的第一门课程中有所介绍)。 课程大纲: 1. 可视化地理数据 2. 可视化网络数据 3. 可视化时间数据 4. 交互与多视图 本课程将帮助学习者深入理解和应用多种高级可视化技术,以提升数据分析和展示的能力。
Name:Visualizing Geographical Data
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Name:Visualizing Network Data
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Name:Visualizing Temporal Data
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Name:Interaction and Multiple Views
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This course aims to introduce learners to advanced visualization techniques beyond the basic charts covered in Information Visualization: Fundamentals. These techniques are organized around data types to cover advance methods for: temporal and spatial data, networks and trees and textual data. In this module we also teach learners how to develop innovative techniques in D3.js. Learning Goals Goal: Analyze the design space of visualization solutions for various kinds of data visualization problems. Learn what designs are available for a given problem and what are their respective advantages and disadvantages. - Temporal - Spatial - Spatio-Temporal - Networks - Trees - Text This is the fourth course in the Information Visualization Specialization. The course expects you to have some basic knowledge of programming as well as some basic visualization skills (as those introduced in the first course of the specialization).