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You are here: Home ▶ Limited-Time Offers ▶ Machine Learning with R

Machine Learning with R

July 19, 2023

Machine Learning with R

R gives you access to the cutting-edge software you need to prepare data for machine learning. No previous knowledge required – Machine Learning with R will take you methodically through every stage of applying machine learning. (Limited-time offer)

Table of Contents

  • Introducing Machine Learning
  • Managing and Understanding Data
  • Lazy Learning – Classification Using Nearest Neighbors
  • Probabilistic Learning – Classification Using Naive Bayes
  • Divide and Conquer – Classification Using Decision Trees and Rules
  • Forecasting Numeric Data – Regression Methods
  • Black Box Methods – Neural Networks and Support Vector Machines
  • Finding Patterns – Market Basket Analysis Using Association Rules
  • Finding Groups of Data – Clustering with k-means
  • Evaluating Model Performance
  • Improving Model Performance
  • Specialized Machine Learning Topics

Download Free PDF / Read Online

Author(s): Brett Lantz
Publisher: Packt Publishing
Published: October 2013
Format(s): Online
File size: –
Number of pages: 396
Download / View Link(s): This offer has ended.
Free as of 09/26/2020 07/19/2023.

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