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Stanford University

Stanford Seminar - Intelligence Augmentation Through the Lens of Interactive Data Visualization

Stanford University via YouTube

Overview

Explore the intersection of machine learning and interactive data visualization in this Stanford seminar featuring MIT Associate Professor Arvind Satyanarayan. Delve into three research threads that examine the balance between automation and augmentation in human-machine partnerships. Learn how new specifications of visual and non-visual data representations inform our understanding of visual perception and cognition. Discover how visualization can bridge human mental models and machine-learned representations. Examine the epistemological crisis of truth in data visualization and its potential exacerbation by generative models. Gain insights from Satyanarayan's extensive experience leading the MIT Visualization Group and his contributions to widely-used visualization systems in industry and academia.

Syllabus

Stanford Seminar - Intelligence Augmentation through the Lens of Interactive Data Visualization

Taught by

Stanford Online

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