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Machine Learning with R Cookbook : Explore Over 110 Recipes to Analyze Data and Build Predictive Models with The Simple and Easy to Use R Code / Yu-wei Chiu

By: Material type: TextTextLanguage: English Publication details: Bimingham : Packt Publishing , 2015Description: 430 Pages : Illustration ; 24 cmISBN:
  • 9781783982042
Subject(s): LOC classification:
  • Q325.5 C45 2015
Summary: This book covers the basics of R by setting up a user-friendly programming environment and performing data ETL in R. Data exploration examples are provided that demonstrate how powerful data visualization and machine learning is in discovering hidden relationships. You will then dive into important machine learning topics, including data classification, regression, clustering, association rule mining, and dimension reduction
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Holdings
Item type Current library Call number Copy number Status Barcode
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي Q325.5 .C45 2015 (Browse shelf(Opens below)) C. 1 Available 10005957
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي Q325.5 .C45 2015 (Browse shelf(Opens below)) C. 2 Available 10005956
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي Q325.5 .C45 2015 (Browse shelf(Opens below)) C. 3 Available 10005963
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي Q325.5 .C45 2015 (Browse shelf(Opens below)) C. 4 Available 10005942
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي Q325.5 .C45 2015 (Browse shelf(Opens below)) C. 5 Available 10005953
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي Q325.5 .C45 2015 (Browse shelf(Opens below)) C. 6 Available 10006000
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي Q325.5 .C45 2015 (Browse shelf(Opens below)) C. 7 Available 10005952
Books Books Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي Q325.5 .C45 2015 (Browse shelf(Opens below)) C. 8 Available 10005943

This book covers the basics of R by setting up a user-friendly programming environment and performing data ETL in R. Data exploration examples are provided that demonstrate how powerful data visualization and machine learning is in discovering hidden relationships. You will then dive into important machine learning topics, including data classification, regression, clustering, association rule mining, and dimension reduction

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