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

• The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R
• Colleen M. Farrelly, Yaé Ulrich Gaba
• Page: 264
• Format: pdf, ePub, mobi, fb2
• ISBN: 9781718503083
• Publisher: No Starch Press

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

Free english book for download The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R by Colleen M. Farrelly, Yaé Ulrich Gaba 9781718503083 PDB FB2 DJVU in English

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

Colleen Farrelly: Books
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R. by Colleen M. Farrelly. Paperback. $34.99$34.99. List: $39.99$39.99.
Geometry-Based Machine Learning and Data Analysis in R
The Shape Of Data: Geometry-Based Machine Learning and Data Analysis in R. By. Colleen M. Farrelly (Author) Yae Ulrich Gaba (Author) 
Geometry-Based Machine Learning and Data Analysis in R
Compre online The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R, de Farrelly, Colleen M, Ulrich Gaba, Yaé na Amazon.
The Shape of Data: Geometry-Based Machine Learning
This advanced machine learning book highlights many algorithms from a geometric perspective and introduces tools in network science, metric geometry, 
Geometry-Based Machine Learning and Data Analysis in R
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R ( This advanced machine learning book highlights many algorithms from a 
The Shape of Data - by Colleen M Farrelly & Yaé Ulrich
"The Shape of Data is a novel perspective and phenomenal achievement in the application of geometry to the field of machine learning. It is expansive in scope 
Geometry-Based Machine Learning and Data Analysis in R
This advanced machine learning book highlights many algorithms from a geometric perspective and introduces tools in network science, metric geometry, 
Colleen Farrelly's Post
Data Scientist/Urban Planner/ PhD Student in Computer Science The Shape of Data (Geometry-Based Machine Learning and Data Analysis in R).
Coming Soon - Topology / Geometry & Topology: Books
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R. by Colleen M. Farrelly · Paperback. $34.99$34.99. List: $39.99$39.99.
The Shape of Data: Geometry-Based Machine Learning
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R eBook : Farrelly, Colleen M., Ulrich Gaba, Yaé: Amazon.co.uk: Kindle Store.
Geometry-Based Machine Learning and Data Analysis in R
This advanced machine learning book highlights many algorithms from a geometric perspective and introduces tools in network science, metric geometry, 
Mathematical & Statistical
Football Analytics with Python & R: Learning Data Science Through the Lens of The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R.
Colleen Farrelly - pydata #miami #mpuza
Super excited to be doing the PyData Miami diversity in data science panel The Shape of Data (Geometry-Based Machine Learning and Data Analysis in R).
Geometry-Based Machine Learning and Data Analysis
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R (Paperback) | Sandman Books | www.sandmanbooks.com/book/9781718503083.

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