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Community Detection and Data Topology in Network Science

Offered By: Santa Fe Institute via YouTube

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Complex Systems Courses Data Analysis Courses Mathematical Modeling Courses Social Network Analysis Courses

Course Description

Overview

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Explore the intricate world of network science and data topology in this illuminating talk by Mason Porter, SFI External Professor and UCLA mathematician. Delve into the dynamic realm of multilayer networks, where relationships form and break in nested groups, shaping our understanding of identity through informational exchange. Discover how network science and abstract mathematical approaches unveil hidden order within vast datasets. Learn about community detection in networks, the topology of data, and various analytical tools used to uncover deep structures in modern life's massive datasets. Gain insights into bounded confidence models, opinion dynamics on networks, social network analysis, and the intersection of complex systems with fields like neuroscience and economics. This thought-provoking discussion offers a unique perspective on how network science can reveal the underlying patterns and connections that shape our complex world.

Syllabus

Mason Porter on Community Detection and Data Topology


Taught by

Santa Fe Institute

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