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Projects in Time Series Analysis - Chaos Detection with Persistent Homology and Process Monitoring

Offered By: Santa Fe Institute via YouTube

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Time Series Analysis Courses Data Analysis Courses Complex Systems Courses Persistent Homology Courses

Course Description

Overview

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Explore cutting-edge applications of time series analysis in a seminar presented by Josh Templeman from Michigan State University. Delve into the fascinating world of chaos detection using persistent homology and process monitoring techniques. Gain insights into advanced mathematical methods for analyzing complex systems and their temporal evolution. Discover how these powerful tools can be applied to real-world problems across various scientific disciplines. Enhance your understanding of time series analysis and its potential for uncovering hidden patterns in chaotic systems.

Syllabus

Projects in Time Series Analysis: Chaos Detection with Persistent Homology & Process Monitoring


Taught by

Santa Fe Institute

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