The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R
English | 2023 | ISBN:9781098156886 | 264 pages | True EPUB,MOBI | 11.7 MB
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
Download From 1DL
Code:
https://1dl.net/u7twblhj2606Feel free to post your The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R Free Download, torrent, subtitles, free download, quality, NFO, Dangerous The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R Torrent Download, free premium downloads movie, game, mp3 download, crack, serial, keygen.