Mathematics of Data – serie

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6 produkter

1. 

   Algebraic Foundations for Applied Topology and Data Analysis

   Av Hal Schenck

   Inbunden, 2022

   878 kr

   Lägg i varukorg

   This book gives an intuitive and hands-on introduction to Topological Data Analysis (TDA). Covering a wide range of topics at levels of sophistication varying from elementary (matrix algebra) to esoteric (Grothendieck spectral sequence), it offers a mirror of data science aimed at a general …

2. 

   Algebraic Foundations for Applied Topology and Data Analysis

   Av Hal Schenck

   Häftad, 2023

   660 kr

   Lägg i varukorg

   This book gives an intuitive and hands-on introduction to Topological Data Analysis (TDA). Covering a wide range of topics at levels of sophistication varying from elementary (matrix algebra) to esoteric (Grothendieck spectral sequence), it offers a mirror of data science aimed at a general …

3. 

   Mathematical Principles of Topological and Geometric Data Analysis

   Av Parvaneh Joharinad, Jürgen Jost

   Inbunden, 2023

   824 kr

   Lägg i varukorg

   This book explores and demonstrates how geometric tools can be used in data analysis. Beginning with a systematic exposition of the mathematical prerequisites, covering topics ranging from category theory to algebraic topology, Riemannian geometry, operator theory and network analysis, it goes on …

4. 

   Mathematical Principles of Topological and Geometric Data Analysis

   Av Parvaneh Joharinad, Jürgen Jost

   Häftad, 2024

   606 kr

   Lägg i varukorg

   This book explores and demonstrates how geometric tools can be used in data analysis. Beginning with a systematic exposition of the mathematical prerequisites, covering topics ranging from category theory to algebraic topology, Riemannian geometry, operator theory and network analysis, it goes on …

5. 

   Data Visualization with Category Theory and Geometry

   With a Critical Analysis and Refinement of UMAP

   Av Lukas Silvester Barth, Hannaneh Fahimi m. fl.

   Inbunden, 2025

   748 kr

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   This open access book provides a robust exposition of the mathematical foundations of data representation, focusing on two essential pillars of dimensionality reduction methods, namely geometry in general and Riemannian geometry in particular, and category theory.Presenting a list of examples …

6. 

   Data Visualization with Category Theory and Geometry

   With a Critical Analysis and Refinement of UMAP

   Av Lukas Silvester Barth, Hannaneh Fahimi m. fl.

   Häftad, 2026

   443 kr

   Lägg i varukorg

   This open access book provides a robust exposition of the mathematical foundations of data representation, focusing on two essential pillars of dimensionality reduction methods, namely geometry in general and Riemannian geometry in particular, and category theory.Presenting a list of examples …