このコースについて
45,828 最近の表示

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

Comfortable working with data and datasets.

約14時間で修了

推奨:4 weeks of study, 5-7 hours/week...

英語

字幕:英語

学習内容

  • 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

習得するスキル

Data AnalysisTableau SoftwareData VirtualizationData Visualization (DataViz)

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

初級レベル

Comfortable working with data and datasets.

約14時間で修了

推奨:4 weeks of study, 5-7 hours/week...

英語

字幕:英語

シラバス - 本コースの学習内容

1
3時間で修了

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....
8件のビデオ (合計50分), 1 reading, 2 quizzes
8件のビデオ
The Human Brain and Data Visualization5 分
Cognitive vs Perceptual Design Distinction4 分
Introduction of Effective and Ineffective Visuals1 分
Types of Visualizations5 分
Examples of the Types of Visualizations in Tableau12 分
Practicing Good Ethics in Data Visualization9 分
Ineffective Visuals and How to Improve Them7 分
1件の学習用教材
Tableau Desktop vs. Tableau Public1 分
1の練習問題
Module 1 Quiz30 分
2
3時間で修了

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....
7件のビデオ (合計47分), 1 quiz
7件のビデオ
Cognitive Load and Clutter8 分
Principles of Visual Perception4 分
Strategic Use of Contrast10 分
Pre-Attentive Attributes of Visualizations4 分
Color as a Pre-Attentive Attribute9 分
De-Cluttering Exercise7 分
1の練習問題
Module 2 Quiz45 分
3
2時間で修了

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....
10件のビデオ (合計70分), 2 readings, 1 quiz
10件のビデオ
Gestalt Principle: Proximity6 分
Leveraging Pre-Attentive Attributes10 分
Accessible Visualizations11 分
Aesthetics7 分
Design and Exploratory Analysis Introduction1 分
What is Exploratory and Explanatory Analysis?2 分
Case Study: Anscombe's Quartet10 分
Identifying Outliers8 分
Constructing a Control Chart8 分
2件の学習用教材
Missed Opportunities and Graphical Fails10 分
The Challenger: An Information Disaster10 分
1の練習問題
Module 3 Quiz28 分
4
5時間で修了

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. ...
9件のビデオ (合計54分), 2 readings, 2 quizzes
9件のビデオ
Know Your Audience(s)5 分
Design For Purpose7 分
Data, Relationships, and Design5 分
Static Versus Interactive Visualizations8 分
Multiple, Connected View4 分
Language, Labeling, and Scales5 分
Visual Lies and Cognitive Bias11 分
Final Thoughts1 分
2件の学習用教材
Blogs and Articles About Data Visualization
Selected Books About Data Visualization, Data Analysis, and Perception/Cognition30 分
1の練習問題
Module 4 Quiz28 分
4.5
128件のレビューChevron Right

25%

コース終了後に新しいキャリアをスタートした

27%

コースが具体的なキャリアアップにつながった

人気のレビュー

by 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.

by 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!!!

講師

Avatar

Govind Acharya

Principal Analyst
Budget and Institutional Analysis
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Hunter Whitney

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

カリフォルニア大学デービス校(University of California, Davis)について

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....

Data Visualization with Tableauの専門講座について

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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