The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R Farrelly Colleen M.
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R Farrelly Colleen M. This advanced machine learning book highlights many algorithms from a geometric perspective and…
Specifikacia The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R Farrelly Colleen M.
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R Farrelly Colleen M.
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.This book dives into how geometry, network science, and topology drive machine-learning algorithms--and how you can use them in all kinds of data analysis. There are also plenty of hands-on examples of relevant code covered throughout, which you'll use for your own natural language processing project in one of the book's final Through vivid case studies in the R programming language, and detailed illustrations of major concepts, you'll learn practical scientific applications for these algorithms across many types of data and fields of study.
Data Mining and Machine Learning