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R Machine Learning Essentials Cover

R Machine Learning Essentials

Gain quick access to the machine learning concepts and practical applications using the R development environment

Publisher:Packt Publishing Limited
Paid access
|Jul 2025
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Description

Key Features

    Book Description

    What you will learn

    • Introduce yourself to the basics of machine learning and R
    • Develop an interactive data analysis with R to get insights into the data
    • Explore business problems and identify key features that are highly relevant to the solution
    • Build machine learning algorithms using the most powerful tools in R
    • Apply different machine learning techniques for different kinds of business problems
    • Validate the results of the techniques and identify the best solution to a problem
    • Identify business problems and solve them by developing effective solutions

    Who this book is for

    Table of Contents

    1. Machine Learning transforms data into actions
    2. R is a powerful tool for developing Machine Learning algorithms
    3. A simple Machine Learning analysis
    4. Step1: data exploration and feature selection
    5. Step2: apply the ML methods
    6. Step3: validate the results
    7. Overview of the ML techniques
    8. Examples of ML techniques applicable to business
    PDF ISBN: 978-1-78398-775-7
    Publisher: Packt Publishing Limited
    Copyright owner: © 2014 Packt Publishing Limited
    Publication date: 2025
    Language: English
    Pages: 218
    Related subjects:
    General interest

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