课程信息
4.5
645 个评分
105 个审阅
专项课程

第 2 门课程(共 5 门),位于

100% online

100% online

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
初级

初级

Comfortable working with data and datasets.

完成时间(小时)

完成时间大约为15 小时

建议:4 weeks of study, 5-7 hours/week...
可选语言

英语(English)

字幕:英语(English)...

您将学到的内容有

  • Check

    Examine and improve an ineffective visualization

  • Check

    Examine and improve an ineffective visualization

  • Check

    Apply visualization best practices

  • Check

    Create and design visualizations that work best for the target audience

您将获得的技能

Data AnalysisTableau SoftwareData VirtualizationData Visualization (DataViz)
专项课程

第 2 门课程(共 5 门),位于

100% online

100% online

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
初级

初级

Comfortable working with data and datasets.

完成时间(小时)

完成时间大约为15 小时

建议:4 weeks of study, 5-7 hours/week...
可选语言

英语(English)

字幕:英语(English)...

教学大纲 - 您将从这门课程中学到什么

1
完成时间(小时)
完成时间为 3 小时

Getting Started in Effective and Ineffective Visuals

Welcome to this first module where we are going to start you off with background information about how the human brain perceives the world and then you will discover effective and ineffective visuals. By the end of this module, you will be able to recognize how the brain relates to visual design. You will know the difference between cognitive versus perceptual design. You will learn the various visualization options offered by Tableau and some of their advantages and disadvantages. You will discuss why how good ethical practices play in designing visualizations. You will also start to examine ineffective visualizations and learn how to improve them....
Reading
8 个视频(共 50 分钟), 1 个阅读材料, 2 个测验
Video8 个视频
The Human Brain and Data Visualization5分钟
Cognitive vs Perceptual Design Distinction4分钟
Introduction of Effective and Ineffective Visuals1分钟
Types of Visualizations5分钟
Examples of the Types of Visualizations in Tableau12分钟
Practicing Good Ethics in Data Visualization9分钟
Ineffective Visuals and How to Improve Them7分钟
Reading1 个阅读材料
Tableau Desktop vs. Tableau Public1分钟
Quiz1 个练习
Module 1 Quiz30分钟
2
完成时间(小时)
完成时间为 3 小时

Visual Perception and Cognitive Load

Welcome to this second module. This module will explore specific data visualization concepts that apply the concepts you learned about how the human brain works from the last module. In this module, you will be able to define cognitive load and what clutter means from a visualization perspective. You will be able to visually illustrate the principles of visual perception and use contrast to enhance your visualizations. You will be able to define and use pre-attentive attributes like color to make effective visualizations....
Reading
7 个视频(共 47 分钟), 1 个测验
Video7 个视频
Cognitive Load and Clutter8分钟
Principles of Visual Perception4分钟
Strategic Use of Contrast10分钟
Pre-Attentive Attributes of Visualizations4分钟
Color as a Pre-Attentive Attribute9分钟
De-Cluttering Exercise7分钟
Quiz1 个练习
Module 2 Quiz45分钟
3
完成时间(小时)
完成时间为 2 小时

Design Best Practices and Exploratory Analysis

In this module, we revisit some of the concepts introduced from the previous module. You will be able to apply Gestalt Principles and leverage pre-attentive attributes in your visualizations. You will examine the role of accessibility and aesthetics play in your creations. Also, you will be able to define the ideas of exploratory and explanatory analysis and be able to normalize your data and identify outliers. Finally, you will be introduced to a challenging concept and construct a control chart to set you up to perform more advanced exploratory analysis....
Reading
10 个视频(共 70 分钟), 2 个阅读材料, 1 个测验
Video10 个视频
Gestalt Principle: Proximity6分钟
Leveraging Pre-Attentive Attributes10分钟
Accessible Visualizations11分钟
Aesthetics7分钟
Design and Exploratory Analysis Introduction1分钟
What is Exploratory and Explanatory Analysis?2分钟
Case Study: Anscombe's Quartet10分钟
Identifying Outliers8分钟
Constructing a Control Chart8分钟
Reading2 个阅读材料
Missed Opportunities and Graphical Fails10分钟
The Challenger: An Information Disaster10分钟
Quiz1 个练习
Module 3 Quiz28分钟
4
完成时间(小时)
完成时间为 5 小时

Design for Understanding

Making sense of large, multi-dimensional data sets can be a challenge for anyone. Your task as a designer is to make good decisions about encoding, arranging, and presenting data to reveal meaningful patterns and stories for your audiences. After completing this module, you will be able to design your visualizations for a target audience and with purpose. You will be able to identify the connection to between data, relationships and good visual design. You will implement additional design tools and tips into your visualizations. ...
Reading
9 个视频(共 54 分钟), 2 个阅读材料, 2 个测验
Video9 个视频
Know Your Audience(s)5分钟
Design For Purpose7分钟
Data, Relationships, and Design5分钟
Static Versus Interactive Visualizations8分钟
Multiple, Connected View4分钟
Language, Labeling, and Scales5分钟
Visual Lies and Cognitive Bias11分钟
Final Thoughts1分钟
Reading2 个阅读材料
Blogs and Articles About Data Visualization分钟
Selected Books About Data Visualization, Data Analysis, and Perception/Cognition30分钟
Quiz1 个练习
Module 4 Quiz28分钟
4.5
105 个审阅Chevron Right

热门审阅

创建者 VLMar 11th 2018

The course uncovers the science of the design for data. It is certainly very helpful for my job where have to present a lot of data in different perspectives for senior management.

创建者 AHMay 30th 2017

It is an excellent course!!! very well designed and very proficient talk on most difficult and most important skills related to data visualization....Enjoyed it sooo much!!!

讲师

Avatar

Govind Acharya

Principal Analyst
Budget and Institutional Analysis
Avatar

Hunter Whitney

Sr. Consultant, Author, Instructor
Design Strategy and Data Visualization

关于 University of California, Davis

UC Davis, one of the nation’s top-ranked research universities, is a global leader in agriculture, veterinary medicine, sustainability, environmental and biological sciences, and technology. With four colleges and six professional schools, UC Davis and its students and alumni are known for their academic excellence, meaningful public service and profound international impact....

关于 Data Visualization with Tableau 专项课程

In 2020 the world will generate 50 times the amount of data as in 2011. And 75 times the number of information sources (IDC, 2011). Being able to use this data provides huge opportunities and to turn these opportunities into reality, people need to use data to solve problems. This Specialization, in collaboration with Tableau, is intended for newcomers to data visualization with no prior experience using Tableau. We leverage Tableau's library of resources to demonstrate best practices for data visualization and data storytelling. You will view examples from real world business cases and journalistic examples from leading media companies. By the end of this specialization, you will be able to generate powerful reports and dashboards that will help people make decisions and take action based on their business data. You will use Tableau to create high-impact visualizations of common data analyses to help you see and understand your data. You will apply predicative analytics to improve business decision making. The Specialization culminates in a Capstone Project in which you will use sample data to create visualizations, dashboards, and data models to prepare a presentation to the executive leadership of a fictional company....
Data Visualization with Tableau

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