
Algebraic Foundations for Applied Topology and Data Analysis
$167.90
- Paperback
224 pages
- Release Date
22 November 2023
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 |
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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 |
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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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