Ameba Ownd

アプリで簡単、無料ホームページ作成

ckireluwijong's Ownd

Download PDF The Shape of Data: Geometry-Based

2024.03.02 19:56

The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R by Colleen M. Farrelly, Yaé Ulrich Gaba

Pdf book free downloads The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R by Colleen M. Farrelly, Yaé Ulrich Gaba 9781718503083 DJVU English version

Download The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R PDF

Download The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R




Pdf book free downloads The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R by Colleen M. Farrelly, Yaé Ulrich Gaba 9781718503083 DJVU English version

Overview

This advanced machine learning book highlights many algorithms from a geometric perspective and introduces tools in network science, metric geometry, and topological data analysis through practical application. Whether you’re a mathematician, seasoned data scientist, or marketing professional, you’ll find The Shape of Data to be the perfect introduction to the critical interplay between the geometry of data structures and machine learning. This book’s extensive collection of case studies (drawn from medicine, education, sociology, linguistics, and more) and gentle explanations of the math behind dozens of algorithms provide a comprehensive yet accessible look at how geometry shapes the algorithms that drive data analysis. In addition to gaining a deeper understanding of how to implement geometry-based algorithms with code, you’ll explore: Supervised and unsupervised learning algorithms and their application to network data analysis The way distance metrics and dimensionality reduction impact machine learning How to visualize, embed, and analyze survey and text data with topology-based algorithms New approaches to computational solutions, including distributed computing and quantum algorithms

Links: FOCO ROUBADO: OS LADRÕES DE ATENÇÃO DA VIDA MODERNA EBOOK (edición en portugués) leer el libro pdf download link, [PDF] La tyrannie de la médiocrité download download link, [PDF] Sur les chemins noirs by Sylvain Tesson read pdf, Online Read Ebook Pourquoi fumer, c'est de droite here, {pdf descargar} SI NO TE ENTUSIASMA, NO LO HAGAS pdf, Download PDF Cauchemar brésilien read pdf,