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Mastering Machine Learning with R
Mastering Machine Learning with R
Master machine learning techniques with R to deliver insights for complex projects
Publisher:
Packt Publishing Limited
By:
Cory Lesmeister
Paid access
|
Sep 2025
Product purchase options
E-Book
€32.99
Institutions
€132.95
Product purchase options
E-Book
€32.99
Institutions
€132.95
Description
Table of contents
Authors
Metrics
Master machine learning techniques with R to deliver insights for complex projects
Key Features
Book Description
What you will learn
Gain deep insights to learn the applications of machine learning tools to the industry
Manipulate data in R efficiently to prepare it for analysis
Master the skill of recognizing techniques for effective visualization of data
Understand why and how to create test and training data sets for analysis
Familiarize yourself with fundamental learning methods such as linear and logistic regression
Comprehend advanced learning methods such as support vector machines
Realize why and how to apply unsupervised learning methods
Who this book is for
Table of Contents
Business Understanding - The Road toActionable Insights
Linear Regression
Logistic Regression and Discriminant Analysis
Multivariate Regression part 2 ? AdvancedFeature Selection
Classification ? Taking it to the Next Level
Classification & Regression Trees
Unsupervised Techniques ? PrincipalComponents
Unsupervised Techniques ? Clustering
Text Analysis
Social Media Mining
Advanced Applications
Text Mining
Appendix B: Getting R on the Cloud
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PDF ISBN:
978-1-78398-453-4
Publisher:
Packt Publishing Limited
Copyright owner:
© 2015 Packt Publishing Limited
Publication date:
2025
Language:
English
Pages:
400
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