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Home > Computing and Information Technology Books > R Machine Learning Essentials: Gain quick access to the machine learning concepts and practical applications using the R development environment
R Machine Learning Essentials: Gain quick access to the machine learning concepts and practical applications using the R development environment

R Machine Learning Essentials: Gain quick access to the machine learning concepts and practical applications using the R development environment


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About the Book

Key Features
    Book DescriptionIf your company is like most, the number one reason that projects have failed over the years don’t have to do with technology.  They have to do with people.  People didn’t like the new technology.  People weren’t trained properly on the change.  People hadn’t received adequate communications and didn’t understand the change.  Sound familiar?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:
    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


    About the Author :
    Usuelli Michele :

    Michele Usuelli is a data scientist, writer, and R enthusiast specialized in the fields of big data and machine learning. He currently works for Revolution Analytics, the leading R-based company that got acquired by Microsoft in April 2015. Michele graduated in mathematical engineering and has worked with a big data start-up and a big publishing company in the past. He is also the author of R Machine Learning Essentials, Packt Publishing.


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    Product Details
    • ISBN-13: 9781783987757
    • Publisher: Packt Publishing Limited
    • Publisher Imprint: Packt Publishing Limited
    • Edition: Digital original
    • No of Pages: 218
    • ISBN-10: 1783987758
    • Publisher Date: 08 Jul 2025
    • Binding: Digital (delivered electronically)
    • Language: English
    • Sub Title: Gain quick access to the machine learning concepts and practical applications using the R development environment


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