Information Visualization Specialization

所在平台: Coursera专项课程

课程类别: 其他类别

大学或机构: CourseraNew

课程主页: https://www.coursera.org/specializations/information-visualization

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课程简介

课程名称:信息可视化专业化 概述:该专业化旨在为学习者提供必要的知识与实践技能,建立坚实的信息可视化基础,并设计与开发用于视觉数据分析的高级应用程序。其特色包括:深入理解视觉感知与视觉编码理论,以设计和评估创新的可视化方法;掌握开发用于视觉数据分析的高级Web应用程序的技能。 该专业分为四门课程,涵盖基础知识、应用感知、高级可视化方法与交互式可视化。其目标是为学生准备参与复杂的数据科学项目,涉及开发交互式可视界面以支持数据分析。这些课程也可以单独学习,以提升可视化相关技能。例如,应用感知课程独特地提供评估与设计创新可视化效果的技能。 课程大纲: 1. 信息可视化:基础知识 - 提供知识与实践技能,使学生能够发展信息可视化所需的基础。 - [课程链接](https://www.coursera.org/learn/information-visualization-fundamentals) 2. 信息可视化:应用感知 - 介绍应用于信息可视化的基本视觉感知概念。 - [课程链接](https://www.coursera.org/learn/information-visualization-applied-perception) 3. 信息可视化:使用D3.js编程 - 学习如何使用D3.js创建强大的Web可视化。 - [课程链接](https://www.coursera.org/learn/information-visualization-programming-d3js) 4. 信息可视化:高级技术 - 介绍超出基本图表的高级可视化技术。 - [课程链接](https://www.coursera.org/learn/information-visualization-advanced-techniques) 此专业化适合希望在数据科学项目中开展更深入可视化研究与开发的学习者。

课程大纲

Course Link: https://www.coursera.org/learn/information-visualization-fundamentals

Name:Information Visualization: Foundations

Description:Offered by New York University. The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a ... Enroll for free.

Course Link: https://www.coursera.org/learn/information-visualization-applied-perception

Name:Information Visualization: Applied Perception

Description:Offered by New York University. This module aims at introducing fundamental concepts of visual perception applied to information ... Enroll for free.

Course Link: https://www.coursera.org/learn/information-visualization-programming-d3js

Name:Information Visualization: Programming with D3.js

Description:Offered by New York University. In this course you will learn how to use D3.js to create powerful visualizations for web. Learning D3.js ... Enroll for free.

Course Link: https://www.coursera.org/learn/information-visualization-advanced-techniques

Name:Information Visualization: Advanced Techniques

Description:Offered by New York University. This course aims to introduce learners to advanced visualization techniques beyond the basic charts covered ... Enroll for free.

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课程详情

This specialization provides learners with the necessary knowledge and practical skills to develop a strong foundation in information visualization and to design and develop advanced applications for visual data analysis. The specialization is characterized by two main complementary features: (1) providing a strong understanding of visual perception and the theory of visual encoding to design and evaluate innovative visualization methods; (2) providing the necessary skills to develop advanced web-based applications for visual data analysis. The specialization is organized around four courses that cover fundamentals, applied perception, advanced visualization method and interactive visualization. The specialization is meant to prepare students to work on complex data science projects that require the development of interactive visual interfaces for data analysis. The courses can also be taken individually to improve relevant skills in visualization. For instance, the course on applied perception provides unique skills to evaluate and design innovative visualization in all sorts of scenarios.

信息可视化专业:该专业为学习者提供必要的知识和实践技能,以为信息可视化打下坚实的基础,并设计和开发用于可视化数据分析的高级应用程序。 该专业化具有两个主要的互补特征:(1)对视觉感知和视觉编码理论有深刻的了解,以设计和评估创新的视觉化方法; (2)提供必要的技能,以开发用于视觉数据分析的高级基于Web的应用程序。 该专业围绕四门课程进行组织,涵盖基础知识,应用感知,高级可视化方法和交互式可视化。 该专业旨在使学生做好准备从事复杂的数据科学项目的工作,这些项目需要开发用于数据分析的交互式可视界面。这些课程也可以单独学习,以提高可视化的相关技能。例如,应用感知课程提供了独特的技能,可以在各种情况下评估和设计创新的可视化效果。

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