Algebraic Foundations for Applied Topology and Data Analysis, 9783031066665
Paperback
Unlock data’s secrets: Algebra, topology, and modern data analysis tools.

Algebraic Foundations for Applied Topology and Data Analysis

$167.90

  • Paperback

    224 pages

  • Release Date

    22 November 2023

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Summary

Unveiling Data’s Hidden Shapes: Algebraic Foundations for Topological Data Analysis

This book offers an intuitive and practical introduction to Topological Data Analysis (TDA). Bridging the gap between elementary matrix algebra and advanced concepts like Grothendieck spectral sequences, it presents a data science perspective tailored for a broad mathematical audience.

The book meticulously develops the necessary algebraic background. The initial section revisits fundamental …

Book Details

ISBN-13:9783031066665
ISBN-10:3031066669
Series:Mathematics of Data
Author:Hal Schenck
Publisher:Springer International Publishing AG
Imprint:Springer International Publishing AG
Format:Paperback
Number of Pages:224
Edition:2022nd
Release Date:22 November 2023
Weight:367g
Dimensions:235mm x 155mm
What They're Saying

Critics Review

“This text book is a great companion for graduate students interested in applied topology. … the book will remain highly-relevant for years to come; an advantage that does not apply to many other publications in data science. I can highly recommend pairing this book with the equally delightful work by R. W. Ghrist … . Together, these two books provide a sweeping overview of an exciting nascent field, and I am sure that readers will appreciate them.” (Bastian Rieck, zbMATH 1521.55001, 2023)

About The Author

Hal Schenck

Hal Schenck received a BS in Applied Math and Computer Science from Carnegie-Mellon University in 1986. From 1986 to 1990 he served as an Army officer in Georgia and Germany, then returned to graduate school at Cornell, earning his Ph.D. in 1997. After an NSF postdoc at Harvard and Northeastern, he was a professor at Texas A&M (2001–2007), at the University of Illinois (2007–2017), and Chair at Iowa State (2017–2019). Since 2019 he has been the Rosemary Kopel Brown Eminent Scholars Chair at Auburn University.

He has earned teaching awards from Cornell and Illinois, and awards for departmental leadership and outreach to student veterans from Iowa State. He was elected as a fellow of the AMS in 2020, and as a fellow of the AAAS in 2023; recent academic visits include a Leverhulme Professorship at Oxford, and a Clare Hall Fellowship at Cambridge. His research is at the interface of algebra, geometry, and computation.

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