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Die Form der Daten: Geometriebasiertes maschinelles Lernen und Datenanalyse in R, Farre-
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Standort: Carrollton, Texas, USA
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eBay-Artikelnr.:236188540048
Artikelmerkmale
- Artikelzustand
- ISBN
- 9781718503083
Über dieses Produkt
Product Identifiers
Publisher
No Starch Press, Incorporated
ISBN-10
1718503083
ISBN-13
9781718503083
eBay Product ID (ePID)
15058375185
Product Key Features
Number of Pages
264 Pages
Publication Name
Shape of Data : Geometry-Based Machine Learning and Data Analysis in R
Language
English
Publication Year
2023
Subject
Mathematical & Statistical Software, General, Topology
Type
Textbook
Subject Area
Mathematics, Computers, Technology & Engineering
Format
Trade Paperback
Dimensions
Item Height
0.8 in
Item Weight
18.2 Oz
Item Length
9.2 in
Item Width
7.1 in
Additional Product Features
Intended Audience
Trade
LCCN
2022-059967
Dewey Edition
23
Reviews
"The title says it all. Data is bound by many complex relationships not easily shown in our two-dimensional, spreadsheet filled world. The Shape of Data walks you through this richer view and illustrates how to put it into practice." --Stephanie Thompson, Data Scientist and Speaker " 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 and contains loads of concrete examples and coding tips for practical implementations, as well as extremely lucid, concise writing to unpack the concepts. Even as a more veteran data scientist who has been in the industry for years now, having read this book I've come away with a deeper connection to and new understanding of my field." --Kurt Schuepfer, Ph.D., McDonalds Corporation "A great source for the application of topology and geometry in data science. Topology and geometry advance the field of machine learning on unstructured data, and The Shape of Data does a great job introducing new readers to the subject." --Uchenna "Ike" Chukwu, Senior Quantum Developer
TitleLeading
The
Illustrated
Yes
Dewey Decimal
006.31
Synopsis
The Shape of Data shows how to use geometry- and topology-based algorithms for machine learning. Focused on practical applications rather than dense mathematical concepts, the book progresses through coding examples using social network data, text data, medical data, and education data. Readers will come away with an entirely new toolkit to use in their own machine-learning work, as well as with a solid understanding of some of the most exciting algorithms being used in the field today., 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
LC Classification Number
T57.825.F37 2023
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- e***v (129)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufOverall, it went well. Good communication. I wanted the book to be shipped in a box, because the value and scarcity of the volume I purchased deserved it, however, the company is too large and I was informed the book would be shipped in a plastic mailer. Somehow it didn’t arrive very damaged, a little bump, but for the price I can’t complain. Over all I am satisfied, but if you’re a book collector, as I am, you may want to find another seller.Aurora: The Dayspring, or Dawning of the Day in the East, Boehme, Jacob, 9781558 (Nr. 236039083546)
- 1***j (84)- Bewertung vom Käufer.Letzter MonatBestätigter KaufGreat experience. Seller responded promptly with quick shipping. The item was well packaged. The seller was great. Prices and descriptions of the merchandise were accurate.
- s***a (782)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufThis company has been, in my experience, a mixed bag. This title was NOT worth the price because it came with highlighting, ink underlineing & writing in the margins...not the quality that they advertised. I have on other occasions gotten books in great condition, however, that were listed in less than the condition advertised so it goes both ways...but I'd much prefer a company that delivers exactly what they advertise. I guess good help is hard to find. The book was well packaged & came fast.
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Half-Price-Books-Inc
98,9% positive Bewertungen•192.428 Artikel verkauft
Angemeldet als gewerblicher Verkäufer
Verkäuferbewertungen (38.752)
- e***v (129)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufOverall, it went well. Good communication. I wanted the book to be shipped in a box, because the value and scarcity of the volume I purchased deserved it, however, the company is too large and I was informed the book would be shipped in a plastic mailer. Somehow it didn’t arrive very damaged, a little bump, but for the price I can’t complain. Over all I am satisfied, but if you’re a book collector, as I am, you may want to find another seller.Aurora: The Dayspring, or Dawning of the Day in the East, Boehme, Jacob, 9781558 (Nr. 236039083546)
- 1***j (84)- Bewertung vom Käufer.Letzter MonatBestätigter KaufGreat experience. Seller responded promptly with quick shipping. The item was well packaged. The seller was great. Prices and descriptions of the merchandise were accurate.
- s***a (782)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufThis company has been, in my experience, a mixed bag. This title was NOT worth the price because it came with highlighting, ink underlineing & writing in the margins...not the quality that they advertised. I have on other occasions gotten books in great condition, however, that were listed in less than the condition advertised so it goes both ways...but I'd much prefer a company that delivers exactly what they advertise. I guess good help is hard to find. The book was well packaged & came fast.