logo
0

EbookBell.com

Most ebook files are in PDF format, so you can easily read them using various software such as Foxit Reader or directly on the Google Chrome browser.
Some ebook files are released by publishers in other formats such as .awz, .mobi, .epub, .fb2, etc. You may need to install specific software to read these formats on mobile/PC, such as Calibre.

Please read the tutorial at this link:  https://ebookbell.com/faq 


We offer FREE conversion to the popular formats you request; however, this may take some time. Therefore, right after payment, please email us, and we will try to provide the service as quickly as possible.


For some exceptional file formats or broken links (if any), please refrain from opening any disputes. Instead, email us first, and we will try to assist within a maximum of 6 hours.

EbookBell Team

The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R converted Colleen M. Farrelly

  • SKU: BELL-52356598
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R converted Colleen M. Farrelly
$ 31.00 $ 45.00 (-31%)

5.0

110 reviews

The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R converted Colleen M. Farrelly instant download after payment.

Publisher: No Starch Press
File Extension: PDF
File size: 7.75 MB
Pages: 264
Author: Colleen M. Farrelly, Yaé Ulrich Gaba
ISBN: 9781718503083, 1718503083
Language: English
Year: 2023
Edition: converted

Product desciption

The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R converted Colleen M. Farrelly by Colleen M. Farrelly, Yaé Ulrich Gaba 9781718503083, 1718503083 instant download after payment.

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

Related Products

The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R 1st edition Colleen M. Farrelly
-31%

The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R 1st edition Colleen M. Farrelly

4.7

46 reviews
$45.00 $31.00
The Shape of Data in the Digital Humanities: Modeling Texts and Text-based Resources Julia Flanders
-31%

The Shape of Data in the Digital Humanities: Modeling Texts and Text-based Resources Julia Flanders

4.1

90 reviews
$45.00 $31.00
Inflection Point: How the Convergence of Cloud, Mobility, Apps, and Data Will Shape the Future of Business 1st edition Scott Stawski
-31%

Inflection Point: How the Convergence of Cloud, Mobility, Apps, and Data Will Shape the Future of Business 1st edition Scott Stawski

$45.00 $31.00
Inflection Point: How the Convergence of Cloud, Mobility, Apps, and Data Will Shape the Future of Business Scott Stawski
-31%

Inflection Point: How the Convergence of Cloud, Mobility, Apps, and Data Will Shape the Future of Business Scott Stawski

5.0

109 reviews
$45.00 $31.00
Data Versus Democracy: How Big Data Algorithms Shape Opinions and Alter the Course of History Kris Shaffer
-31%

Data Versus Democracy: How Big Data Algorithms Shape Opinions and Alter the Course of History Kris Shaffer

4.7

56 reviews
$45.00 $31.00
Mapping with ArcGIS Pro: Design accurate and user-friendly maps to share the story of your data Amy Rock
-31%

Mapping with ArcGIS Pro: Design accurate and user-friendly maps to share the story of your data Amy Rock

4.7

106 reviews
$45.00 $31.00
Mapping with ArcGIS Pro: Design accurate and user-friendly maps to share the story of your data Amy Rock & Ryan Malhoski
-31%

Mapping with ArcGIS Pro: Design accurate and user-friendly maps to share the story of your data Amy Rock & Ryan Malhoski

4.8

24 reviews
$45.00 $31.00
The Mating Game: How Gender Still Shapes How We Date Ellen Lamont
-31%

The Mating Game: How Gender Still Shapes How We Date Ellen Lamont

4.7

76 reviews
$45.00 $31.00
The Shape of Place David Alexander Liz Wylie
-31%

The Shape of Place David Alexander Liz Wylie

5.0

99 reviews
$45.00 $31.00