Topological Data Analysis with Applications
Discover the fascinating world of Topological Data Analysis with Applications by Gunnar Carlsson, published by Cambridge University Press in 2021. This comprehensive guide spans 230 pages and is designed to introduce readers to the essential techniques of topological data analysis, such as persistent homology, cohomology, and Mapper, while minimizing prerequisites.
This book serves as an invaluable resource for mathematicians, data scientists, and computer scientists alike, providing a clear pathway into advanced concepts. The final section is particularly engaging, offering in-depth case studies that showcase the practical applications of the techniques discussed. Whether you are a graduate student or a seasoned professional, this hardback edition is a must-have addition to your library.
Enhance your understanding of data analysis with this essential text that bridges theory and practice in the exciting field of topological data analysis.