À propos de ce cours
4.5
664 notes
106 avis
Spécialisation
100 % en ligne

100 % en ligne

Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles

Dates limites flexibles

Réinitialisez les dates limites selon votre disponibilité.
Niveau débutant

Niveau débutant

Comfortable working with data and datasets.

Heures pour terminer

Approx. 15 heures pour terminer

Recommandé : 4 weeks of study, 5-7 hours/week...
Langues disponibles

Anglais

Sous-titres : Anglais

Ce que vous allez apprendre

  • 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

Compétences que vous acquerrez

Data AnalysisTableau SoftwareData VirtualizationData Visualization (DataViz)
Spécialisation
100 % en ligne

100 % en ligne

Commencez dès maintenant et apprenez aux horaires qui vous conviennent.
Dates limites flexibles

Dates limites flexibles

Réinitialisez les dates limites selon votre disponibilité.
Niveau débutant

Niveau débutant

Comfortable working with data and datasets.

Heures pour terminer

Approx. 15 heures pour terminer

Recommandé : 4 weeks of study, 5-7 hours/week...
Langues disponibles

Anglais

Sous-titres : Anglais

Programme du cours : ce que vous apprendrez dans ce cours

Semaine
1
Heures pour terminer
3 heures pour terminer

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 videos (Total 50 min), 1 lecture, 2 quiz
Video8 vidéos
The Human Brain and Data Visualization5 min
Cognitive vs Perceptual Design Distinction4 min
Introduction of Effective and Ineffective Visuals1 min
Types of Visualizations5 min
Examples of the Types of Visualizations in Tableau12 min
Practicing Good Ethics in Data Visualization9 min
Ineffective Visuals and How to Improve Them7 min
Reading1 lectures
Tableau Desktop vs. Tableau Public1 min
Quiz1 exercices pour s'entraîner
Module 1 Quiz30 min
Semaine
2
Heures pour terminer
3 heures pour terminer

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 videos (Total 47 min), 1 quiz
Video7 vidéos
Cognitive Load and Clutter8 min
Principles of Visual Perception4 min
Strategic Use of Contrast10 min
Pre-Attentive Attributes of Visualizations4 min
Color as a Pre-Attentive Attribute9 min
De-Cluttering Exercise7 min
Quiz1 exercices pour s'entraîner
Module 2 Quiz45 min
Semaine
3
Heures pour terminer
2 heures pour terminer

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 videos (Total 70 min), 2 lectures, 1 quiz
Video10 vidéos
Gestalt Principle: Proximity6 min
Leveraging Pre-Attentive Attributes10 min
Accessible Visualizations11 min
Aesthetics7 min
Design and Exploratory Analysis Introduction1 min
What is Exploratory and Explanatory Analysis?2 min
Case Study: Anscombe's Quartet10 min
Identifying Outliers8 min
Constructing a Control Chart8 min
Reading2 lectures
Missed Opportunities and Graphical Fails10 min
The Challenger: An Information Disaster10 min
Quiz1 exercices pour s'entraîner
Module 3 Quiz28 min
Semaine
4
Heures pour terminer
5 heures pour terminer

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 videos (Total 54 min), 2 lectures, 2 quiz
Video9 vidéos
Know Your Audience(s)5 min
Design For Purpose7 min
Data, Relationships, and Design5 min
Static Versus Interactive Visualizations8 min
Multiple, Connected View4 min
Language, Labeling, and Scales5 min
Visual Lies and Cognitive Bias11 min
Final Thoughts1 min
Reading2 lectures
Blogs and Articles About Data Visualization min
Selected Books About Data Visualization, Data Analysis, and Perception/Cognition30 min
Quiz1 exercices pour s'entraîner
Module 4 Quiz28 min
4.5
106 avisChevron Right

Meilleurs avis

par 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.

par 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!!!

Enseignants

Avatar

Govind Acharya

Principal Analyst
Budget and Institutional Analysis
Avatar

Hunter Whitney

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

À propos de 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....

À propos de la Spécialisation 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

Foire Aux Questions

  • Une fois que vous êtes inscrit(e) pour un Certificat, vous pouvez accéder à toutes les vidéos de cours, et à tous les quiz et exercices de programmation (le cas échéant). Vous pouvez soumettre des devoirs à examiner par vos pairs et en examiner vous-même uniquement après le début de votre session. Si vous préférez explorer le cours sans l'acheter, vous ne serez peut-être pas en mesure d'accéder à certains devoirs.

  • Lorsque vous vous inscrivez au cours, vous bénéficiez d'un accès à tous les cours de la Spécialisation, et vous obtenez un Certificat lorsque vous avez réussi. Votre Certificat électronique est alors ajouté à votre page Accomplissements. À partir de cette page, vous pouvez imprimer votre Certificat ou l'ajouter à votre profil LinkedIn. Si vous souhaitez seulement lire et visualiser le contenu du cours, vous pouvez accéder gratuitement au cours en tant qu'auditeur libre.

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