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ENGLISH

Algebraic Foundations For Applied Topology And Data Analysis

by Hal Schenck

~~54,06€~~ 48,65€ 10% OFF

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 This book gives an intuitive and hands-on introduction to Topological Data Analysis (TDA). The first third of the book reviews several core areas of mathematics, beginning with basic linear algebra and applications to data fitting and web search algorithms, followed by quick primers on algebra and topology.
ENGLISH

Mathematical Principles Of Topological And Geometric Data Analysis

by Jurgen Jost e Parvaneh Joharinad

66,24€ + 10% CARD

 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 to describe and analyze some of the most important machine learning techniques for dimension reduction, including the different types of manifold learning and kernel methods. It also develops a new notion of curvature of generalized metric spaces, based on the notion of hyperconvexity, which can be used for the topological representation of geometric information.In recent years there has been a fascinating development: concepts and methods originally created in the context of research in pure mathematics, and in particular in geometry, have become powerful tools in machine learning for the analysis of data. The underlying reason for this is that data are typically equipped with somekind of notion of distance, quantifying the differences between data points. Of course, to be successfully applied, the geometric tools usually need to be redefined, generalized, or extended appropriately.Primarily aimed at mathematicians seeking an overview of the geometric concepts and methods that are useful for data analysis, the book will also be of interest to researchers in machine learning and data analysis who want to see a systematic mathematical foundation of the methods that they use.
ENGLISH

Algebraic Foundations For Applied Topology And Data Analysis

by Hal Schenck

71,64€ + 10% CARD

free shipping

 This book gives an intuitive and hands-on introduction to Topological Data Analysis (TDA). The first third of the book reviews several core areas of mathematics, beginning with basic linear algebra and applications to data fitting and web search algorithms, followed by quick primers on algebra and topology.
ENGLISH

Algebraic Foundations For Applied Topology And Data Analysis

by Hal Schenck

72,86€ + 10% CARD

 This book gives an intuitive and hands-on introduction to Topological Data Analysis (TDA). The first third of the book reviews several core areas of mathematics, beginning with basic linear algebra and applications to data fitting and web search algorithms, followed by quick primers on algebra and topology.
ENGLISH

Data Visualization With Category Theory And Geometry - With A Critical Analysis And Refinement Of Umap

by Hannaneh Fahimi, Janis Keck, Jurgen Jost, Lukas Silvester Barth e Parvaneh Joharinad

~~60,82€~~ 54,74€ 10% OFF

free shipping
ENGLISH

Mathematical Principles Of Topological And Geometric Data Analysis

by Jurgen Jost e Parvaneh Joharinad

45,01€

free shipping

OUT OF STOCK OR NOT AVAILABLE
ENGLISH

Mathematical Principles Of Topological And Geometric Data Analysis

by Jurgen Jost e Parvaneh Joharinad

81,10€

free shipping

OUT OF STOCK OR NOT AVAILABLE
ENGLISH

Algebraic Foundations For Applied Topology And Data Analysis

by Schenck Hal Schenck

OUT OF STOCK OR NOT AVAILABLE

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