Об этом курсе
4.5
Оценки: 679
Рецензии: 108
Специализация

Курс 2 из 5 в программе

100% онлайн

100% онлайн

Начните сейчас и учитесь по собственному графику.
Гибкие сроки

Гибкие сроки

Назначьте сроки сдачи в соответствии со своим графиком.
Начальный уровень

Начальный уровень

Comfortable working with data and datasets.

Часов на завершение

Прибл. 15 часа на выполнение

Предполагаемая нагрузка: 4 weeks of study, 5-7 hours/week...
Доступные языки

Английский

Субтитры: Английский

Чему вы научитесь

  • 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

Приобретаемые навыки

Data AnalysisTableau SoftwareData VirtualizationData Visualization (DataViz)
Специализация

Курс 2 из 5 в программе

100% онлайн

100% онлайн

Начните сейчас и учитесь по собственному графику.
Гибкие сроки

Гибкие сроки

Назначьте сроки сдачи в соответствии со своим графиком.
Начальный уровень

Начальный уровень

Comfortable working with data and datasets.

Часов на завершение

Прибл. 15 часа на выполнение

Предполагаемая нагрузка: 4 weeks of study, 5-7 hours/week...
Доступные языки

Английский

Субтитры: Английский

Программа курса: что вы изучите

Неделя
1
Часов на завершение
3 ч. на завершение

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 видео ((всего 50 мин.)), 1 материал для самостоятельного изучения, 2 тестов
Video8 видео
The Human Brain and Data Visualization5мин
Cognitive vs Perceptual Design Distinction4мин
Introduction of Effective and Ineffective Visuals1мин
Types of Visualizations5мин
Examples of the Types of Visualizations in Tableau12мин
Practicing Good Ethics in Data Visualization9мин
Ineffective Visuals and How to Improve Them7мин
Reading1 материал для самостоятельного изучения
Tableau Desktop vs. Tableau Public1мин
Quiz1 практическое упражнение
Module 1 Quiz30мин
Неделя
2
Часов на завершение
3 ч. на завершение

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 видео ((всего 47 мин.)), 1 тест
Video7 видео
Cognitive Load and Clutter8мин
Principles of Visual Perception4мин
Strategic Use of Contrast10мин
Pre-Attentive Attributes of Visualizations4мин
Color as a Pre-Attentive Attribute9мин
De-Cluttering Exercise7мин
Quiz1 практическое упражнение
Module 2 Quiz45мин
Неделя
3
Часов на завершение
2 ч. на завершение

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 видео ((всего 70 мин.)), 2 материалов для самостоятельного изучения, 1 тест
Video10 видео
Gestalt Principle: Proximity6мин
Leveraging Pre-Attentive Attributes10мин
Accessible Visualizations11мин
Aesthetics7мин
Design and Exploratory Analysis Introduction1мин
What is Exploratory and Explanatory Analysis?2мин
Case Study: Anscombe's Quartet10мин
Identifying Outliers8мин
Constructing a Control Chart8мин
Reading2 материала для самостоятельного изучения
Missed Opportunities and Graphical Fails10мин
The Challenger: An Information Disaster10мин
Quiz1 практическое упражнение
Module 3 Quiz28мин
Неделя
4
Часов на завершение
5 ч. на завершение

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 видео ((всего 54 мин.)), 2 материалов для самостоятельного изучения, 2 тестов
Video9 видео
Know Your Audience(s)5мин
Design For Purpose7мин
Data, Relationships, and Design5мин
Static Versus Interactive Visualizations8мин
Multiple, Connected View4мин
Language, Labeling, and Scales5мин
Visual Lies and Cognitive Bias11мин
Final Thoughts1мин
Reading2 материала для самостоятельного изучения
Blogs and Articles About Data Visualizations
Selected Books About Data Visualization, Data Analysis, and Perception/Cognition30мин
Quiz1 практическое упражнение
Module 4 Quiz28мин
4.5
Рецензии: 108Chevron Right

Лучшие рецензии

автор: 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.

автор: 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!!!

Преподавателя

Avatar

Govind Acharya

Principal Analyst
Budget and Institutional Analysis
Avatar

Hunter Whitney

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

О 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....

О специализации ''Data Visualization with Tableau'

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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