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第 1 門課程(共 1 門)

開始攻讀學位

嘗試觀看 Illinois MCS in Data Science 學位 學位的課程視頻、閱讀課程以及完成自主學習作業

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可靈活調整截止日期

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完成時間大約為15 小時

英語(English)

字幕:英語(English), 韓語

您將獲得的技能

Data Visualization SoftwareTableau SoftwareData VirtualizationData Visualization (DataViz)

第 1 門課程(共 1 門)

開始攻讀學位

嘗試觀看 Illinois MCS in Data Science 學位 學位的課程視頻、閱讀課程以及完成自主學習作業

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

根據您的日程表重置截止日期。

完成時間大約為15 小時

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.

...
6 個閱讀材料, 1 個測驗
6 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
1 個練習
Orientation Quiz10分鐘
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.

...
15 個視頻 (總計 130 分鐘), 2 個閱讀材料, 1 個測驗
15 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
2 個閱讀材料
Week 1 Overview10分鐘
How the Programming Assignments Work10分鐘
1 個練習
Week 1 Quiz20分鐘
2
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.

...
11 個視頻 (總計 85 分鐘), 3 個閱讀材料, 1 個測驗
11 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
3 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.

...
8 個視頻 (總計 72 分鐘), 3 個閱讀材料, 1 個測驗
8 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
3 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.

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9 個視頻 (總計 73 分鐘), 1 個閱讀材料, 1 個測驗
9 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
1 個閱讀材料
Week 4 Overview10分鐘
1 個練習
Week 4 Quiz16分鐘
4.5
178 個審閱Chevron Right

33%

完成這些課程後已開始新的職業生涯

38%

通過此課程獲得實實在在的工作福利

22%

加薪或升職

來自数据可视化的熱門評論

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

領先獲取學位

此 課程 隸屬於 伊利诺伊大学香槟分校 提供的 100% 在線 Master in Computer Science。立即開始學習開放課程或專項課程,觀看 iMBA 教師的課程並完成自主學習作業。 完成每門課程後,您將獲得一個證書,您可以添加到 LinkedIn 和簡歷中。 如果申請並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 伊利诺伊大学香槟分校

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 数据挖掘 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....
数据挖掘

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