課程信息
4.5
642 個評分
157 個審閱
專項課程

Course 1 of 6 in the

100% 在線

100% 在線

立即開始,按照自己的計劃學習。
可靈活調整截止日期

可靈活調整截止日期

根據您的日程表重置截止日期。
完成時間(小時)

完成時間大約為16 小時

建議:5 hours/week...
可選語言

英語(English)

字幕:英語(English), 韓語

您將獲得的技能

Data Visualization SoftwareTableau SoftwareData VirtualizationData Visualization (DataViz)
專項課程

Course 1 of 6 in the

100% 在線

100% 在線

立即開始,按照自己的計劃學習。
可靈活調整截止日期

可靈活調整截止日期

根據您的日程表重置截止日期。
完成時間(小時)

完成時間大約為16 小時

建議:5 hours/week...
可選語言

英語(English)

字幕:英語(English), 韓語

教學大綱 - 您將從這門課程中學到什麼

1
完成時間(小時)
完成時間為 1 小時

Course Orientation

You will become familiar with the course, your classmates, and our learning environment. The orientation will also help you obtain the technical skills required for the course....
Reading
6 個閱讀材料, 1 個測驗
Reading6 個閱讀材料
Welcome to Data Visualization!10分鐘
Syllabus10分鐘
About the Discussion Forums10分鐘
Updating Your Profile10分鐘
Social Media10分鐘
Resources10分鐘
Quiz1 個練習
Orientation Quiz10分鐘
完成時間(小時)
完成時間為 4 小時

Week 1: The Computer and the Human

In this week's module, you will learn what data visualization is, how it's used, and how computers display information. You'll also explore different types of visualization and how humans perceive information....
Reading
15 個視頻 (總計 130 分鐘), 2 個閱讀材料, 1 個測驗
Video15 個視頻
1.1.1. Some Books on Data Visualization3分鐘
1.1.2. Overview of Visualization11分鐘
1.2.1. 2-D Graphics10分鐘
SVG-example1分鐘
1.2.2. 2-D Drawing9分鐘
1.2.3. 3-D Graphics9分鐘
1.2.4. Photorealism9分鐘
1.2.5. Non-Photorealism5分鐘
1.3.1. The Human10分鐘
1.3.2. Memory12分鐘
1.3.3. Reasoning7分鐘
1.3.4. The Human Retina9分鐘
1.3.5. Perceiving Two Dimensions8分鐘
1.3.6. Perceiving Perspective8分鐘
Reading2 個閱讀材料
Week 1 Overview10分鐘
How the Programming Assignments Work10分鐘
Quiz1 個練習
Week 1 Quiz20分鐘
2
完成時間(小時)
完成時間為 4 小時

Week 2: Visualization of Numerical Data

In this week's module, you will start to think about how to visualize data effectively. This will include assigning data to appropriate chart elements, using glyphs, parallel coordinates, and streamgraphs, as well as implementing principles of design and color to make your visualizations more engaging and effective....
Reading
11 個視頻 (總計 85 分鐘), 3 個閱讀材料, 1 個測驗
Video11 個視頻
2.1.1. Data7分鐘
2.1.2. Mapping9分鐘
2.1.3. Charts9分鐘
2.2.1. Glyphs (Part 1)4分鐘
2.2.1. Glyphs (Part 2)6分鐘
2.2.2. Parallel Coordinates8分鐘
2.2.3. Stacked Graphs (Part 1)5分鐘
2.2.3. Stacked Graphs (Part 2)6分鐘
2.3.1. Tufte's Design Rules12分鐘
2.3.2. Using Color11分鐘
Reading3 個閱讀材料
Week 2 Overview10分鐘
Programming Assignment 1: Visualize Data Using a Chart10分鐘
Programming Assignment 1 Rubric10分鐘
3
完成時間(小時)
完成時間為 4 小時

Week 3: Visualization of Non-Numerical Data

In this week's module, you will learn how to visualize graphs that depict relationships between data items. You'll also plot data using coordinates that are not specifically provided by the data set....
Reading
8 個視頻 (總計 72 分鐘), 3 個閱讀材料, 1 個測驗
Video8 個視頻
3.1.1. Graphs and Networks8分鐘
3.1.2. Embedding Planar Graphs11分鐘
3.1.3. Graph Visualization13分鐘
3.1.4. Tree Maps9分鐘
3.2.1. Principal Component Analysis8分鐘
3.2.2. Multidimensional Scaling6分鐘
3.3.1. Packing12分鐘
Reading3 個閱讀材料
Week 3 Overview10分鐘
Programming Assignment 2: Visualize Network Data10分鐘
Programming Assignment 2 Rubric10分鐘
4
完成時間(小時)
完成時間為 2 小時

Week 4: The Visualization Dashboard

In this week's module, you will start to put together everything you've learned by designing your own visualization system for large datasets and dashboards. You'll create and interpret the visualization you created from your data set, and you'll also apply techniques from user-interface design to create an effective visualization system....
Reading
9 個視頻 (總計 73 分鐘), 1 個閱讀材料, 1 個測驗
Video9 個視頻
4.1.1. Visualization Systems3分鐘
4.1.2. The Information Visualization Mantra: Part 19分鐘
4.1.2. The Information Visualization Mantra: Part 29分鐘
4.1.2. The Information Visualization Mantra: Part 35分鐘
4.1.3. Database Visualization Part: 112分鐘
4.1.3. Database Visualization Part: 28分鐘
4.1.3. Database Visualization Part: 39分鐘
4.2.1. Visualization System Design14分鐘
Reading1 個閱讀材料
Week 4 Overview10分鐘
Quiz1 個練習
Week 4 Quiz16分鐘
4.5
157 個審閱Chevron Right
職業方向

67%

完成這些課程後已開始新的職業生涯
工作福利

83%

通過此課程獲得實實在在的工作福利
職業晉升

20%

加薪或升職

熱門審閱

創建者 MKApr 6th 2018

Good course, very well structured and with interesting assignments. Some (especially first) lessons are more of a general culture but most are very helpful and allow to learn a lot of things.

創建者 JMJun 4th 2016

I found the class to be very informative. The assignments on creating charts and graphs for large data sets were practical and helped me understand the concepts taught in the course.

講師

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John C. Hart

Professor of Computer Science
Department of Computer Science
Graduation Cap

立即開始攻讀碩士學位

此 課程 隸屬於 University of Illinois at Urbana-Champaign 提供的 100% 在線 Master in Computer Science。如果您被錄取參加全部課程,您的課程將計入您的學位學習進程。

關於 University of Illinois at Urbana-Champaign

The University of Illinois at Urbana-Champaign is a world leader in research, teaching and public engagement, distinguished by the breadth of its programs, broad academic excellence, and internationally renowned faculty and alumni. Illinois serves the world by creating knowledge, preparing students for lives of impact, and finding solutions to critical societal needs. ...

關於 Data Mining 專項課程

The Data Mining Specialization teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language text. Specific course topics include pattern discovery, clustering, text retrieval, text mining and analytics, and data visualization. The Capstone project task is to solve real-world data mining challenges using a restaurant review data set from Yelp. Courses 2 - 5 of this Specialization form the lecture component of courses in the online Master of Computer Science Degree in Data Science. You can apply to the degree program either before or after you begin the Specialization....
Data Mining

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