Topology and Data Analysis
by G. Carlsson, Ph.D.This book provides foundational insights into topological data analysis, crucial for applying topology in real-world data science.
Elements of Algebraic Topology
by James R. MunkresA classic text that delves deep into algebraic topology, offering essential theories that underpin modern applications.
Topology: A Very Short Introduction
by Richard EarlAn accessible overview that introduces key topological concepts, perfect for refreshing your theoretical foundation.
Data Analysis Using Topological Data Analysis
by H. Edelsbrunner, M. HarerExplores practical applications of topology in data analysis, making it a vital resource for your research project.
Network Science
by Albert-LΓ‘szlΓ³ BarabΓ‘siThis book connects topology with network analysis, providing insights into complex networks that can enhance your project.
Topology and Its Applications
by James R. MunkresA comprehensive guide that discusses various applications of topology across multiple fields, enriching your understanding.
Computational Topology: An Introduction
by Herbert Edelsbrunner, John HarerFocuses on computational methods in topology, essential for integrating theory with practical data science applications.
Topology from the Differentiable Viewpoint
by John MilnorA classic text that introduces differential topology, expanding your perspective on topological applications.