Não se trata de um curso sobre monitoramento ou avaliação em si, mas sobre uma importante habilidade que os avaliadores têm que ter ao produzir suas análises e relatórios. Achei interessante para a comunidade de avaliadores e aprendizes. 

Ë uma pena que seja em inglês e pago (risos) - mas, pelo menos é online!


Data Visualization and Infographics with D3.js

Time: March 16 - April 26, 2015

Instructors: Alberto Cairo and Scott Murray

Welcome to “Data Visualization and Infographics with D3,” a six-week online course with professors Alberto Cairo and Scott Murray!   

This is part of, the distance-learning program of the Knight Center for Journalism in the Americas at the University of Texas at Austin. Our program offers MOOCs, massive online courses that are free, and other online courses, like this one that has a limited number of students and is paid. This course costs $95, payable with credit card on a secure web page of the University of Texas at Austin. Click here to learn how to register.

The first 100 registrants will receive a full ebook copy of Interactive Data Visualization for the Web by Scott Murray.

All participants will receive ebook copies of the introduction and first two chapters of Alberto Cairo's books, The Functional Art, and the upcoming The Truthful Art, due out in 2016.

Click here to see the full syllabus!


This course consists of an in-depth discussion about the principles of infographics and data visualization, and how they apply to the real world. Students will learn how to display information using charts, maps, diagrams, and visual narratives, and how to bring them to life using d3.js, a Javascript library, which is quickly becoming a standard in visualization for communication.


At the end of the course, you will come away with knowledge about:

  • How to choose appropriate graphic forms to represent your information effectively.
  • How to combine charts, maps, diagrams, etc., and arrange them as narratives.
  • How to interpret visualizations correctly, and avoid the most common kinds of mistakes.
  • How to use d3.js to create data charts and maps.
  • How to use animation and interaction using that same Javascript library.

Who can enroll

This course is open to anyone interested in learning the principles of visualization and infographics for effective communication, and about how to apply them using d3.js. You don’t need any previous experience.


Alberto Cairo is a Professor of the Professional Practice at the School of Communication of the University of Miami. He teaches courses on information graphics and visualization, and is interested in the convergence between visual communication, journalism, cognitive science, cartography, and statistics.

He is author of the books Infografía 2.0: Visualización interactiva de información en prensa (Alamut, Spain, 2008) and The Functional Art: an Introduction to Information Graphics and Visualization (Peachpit Press/Pearson Education, 2012). He's working on a new book, titled The Truthful Art: Data, Charts, and Maps for Communication, to be published in March 2016 by Peachpit Press.

Scott Murray is a code artist who writes software to create data visualizations and other interactive phenomena. His work incorporates elements of interaction design, systems design, and generative art. Scott is an Assistant Professor of Design at the University of San Francisco, a contributor to Processing, and author of "Interactive Data Visualization for the Web: An Introduction to Designing with D3".  Scott earned an A.B. from Vassar College and an M.F.A. from the Dynamic Media Institute at the Massachusetts College of Art and Design. His work can be seen at

How the course works

First of all, note that this is an asynchronous course.  That means there are no live events scheduled at specific times.  You can log in to the course and complete activities throughout the week at your own pace, at the times and on the days that are most convenient for you.

Despite its asynchronous nature, there are still structures in place for the duration of the course from March 16 to April 26, 2015.  The material is organized into six weekly modules.  Each module will be taught by Alberto Cairo and/or Scott Murray and will cover a different topic through videos, presentations, readings and discussion forums.  There will be a quiz each week to test the knowledge you’ve gained through the course materials.  The weekly quizzes, and weekly participation in the discussion forums, are the basic requirements for earning a certificate of participation at the end of the course.

This course is very flexible, and if you are behind with the materials, you have the entire length of the course to complete them.  There are, however, suggested weekly deadlines for each module.

We recommend you note the deadlines listed in each week of the course.

  • Classes are opened on Monday.  The materials for that week’s module will be available on Monday.
  • Videos should be watched in the week they are assigned.
  • Readings should be completed in the week they are assigned.
  • Participation in the discussion forums should be completed after watching the videos and reading all of the week’s materials.  You choose one of the forums to participate in.
  • Quizzes should be completed at the end of each week, after watching the videos and reading the materials.  Weekly quizzes will be available until the last day of the course, April 26, in case you get behind with the modules.

IMPORTANT: To register for this course you must pay a fee of $95.  When the course is finished, there is no additional fee for the certificate, if you have completed all of the course requirements.

Requests for reimbursement will be considered on a case-by-case basis, and only during the first week of the course.  If you’d like to request a reimbursement, please email the course assistant, Natalia Mazotte,

How to Register

Registering in the platform is easy.  Please follow these steps:

1) Create an account in the Journalism Courses system. You must create a new account even if you've taken courses with us in the past.

2) Wail for a confirmation in your email indicating that your account has been created.  If you do not receive this, please check your spam folder.

3) Pay the $95 registration fee.  Click here to pay.  The payment must be made only by those who already have an account in the Journalism Courses system.  The username and email you used in the system will be required when you complete payment.

4) It may take up to 72 hours to enroll you in the course.  You will receive an email confirming your registration, and granting you access to the introductory module of the course.

Please add the email addresses and to your address book to ensure you receive emails about the course.

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