MASTERCLASS ON ARTIFICIAL INTELLIGENCE AND DATA SCIENCE:

DESIGN OF VISUALISATIONS

17th December 2020

HOW DIGITAL TRANSFORMATION IS CHANGING MARKETING

19:30 – 21:00 (IST) 

Forest Baskett Professor of Computer Science and Director of the Brown Institute for Media Innovation, Stanford University, USA ; Recipient of MacArthur Foundation Fellowship

Dr. Maneesh Agrawala

Introduction

Over the last 300 years, data visualisations have become the primary means for communicating quantitative information. They are prevalent in scientific papers, textbooks, economic reports, news articles and webpages.

 

Today, effective charts and graphs are widely available on the web, but machines cannot directly access it.  The lack of machine readability significantly hinders analysis, reuse and indexing.  A vast trove of information is locked inside these visualizations.  In some cases, these visualizations are the only publicly available representation of the underlying data. Yet, while people can easily interpret data from charts and graphs, constructing effective visualizations is challenging. It requires understanding how to visually encode data so that viewers can easily perceive the underlying information.

 

As part of Jio Institute’s upcoming Masters in Artificial Intelligence and Data Science program, we would like to invite you to an interactive and informative masterclass on 

Design of Visualisations 

by Dr. Maneesh Agrawala

In this session, Dr. Agrawala will describe how to construct effective visualisations that take advantage of human perception to depict data.

 

The session will also highlight recent tools and techniques that have been developed to algorithmically read visualizations and extract useful information from them. Dr. Agrawala will discuss how to use the extracted information to redesign ineffective visualisations.  The session will also demonstrate how this approach allows individuals to add new forms of interactivity to static charts and graphs, and thereby bring such visualisations to life.

Speaker

Dr. Maneesh Agrawala

Forest Baskett Professor of Computer Science and Director of the Brown Institute for Media Innovation, Stanford University, USA ; Recipient of MacArthur Foundation Fellowship

Maneesh Agrawala is the Forest Baskett Professor of Computer Science and Director of the Brown Institute for Media Innovation at Stanford University. He works on computer graphicshuman computer interaction and visualization. His focus is on investigating how cognitive design principles can be used to improve the effectiveness of audio/visual media. The goals of this work are to discover the design principles and then instantiate them in both interactive and automated design tools. He received an Okawa Foundation Research Grant (2006), an Alfred P. Sloan Foundation Fellowship (2007), an NSF CAREER Award (2007), a SIGGRAPH Significant New Researcher Award (2008), a MacArthur Foundation Fellowship (2009), and an Allen Distinguished Investigator Award (2014).

  • How to think about data visualisations as a set of encodings that map data values to visual attributes of graphical marks

  • How the effectiveness of such encodings depends on data type and on human visual perception

  • How one might recover such encodings from a bitmap of a visualisation.

  • How such recovered structure might be used to add interactivity to static visualisations

  • Much more..

Key Learnings

  • Young Professionals

  • Project Leaders and Managers

  • Consultants and Educators

  • Business Analysts

  • Data Scientists/Researchers/Engineers

  • Research and Development Professionals

  • Entrepreneurs

  • Sales and Marketing Leaders

  • Engineers and Architects

  • Design and Innovation Enthusiasts/Practitioner’s

  • Anyone interested in learning about Data Visualisation.

Who Should Attend?

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© Jio Institute 2020