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You are here: Home ▶ Limited-Time Offers ▶ Mastering Machine Learning with R – Second Edition

Mastering Machine Learning with R – Second Edition

February 16, 2020

Mastering Machine Learning with R - Second Edition

With Mastering Machine Learning with R – Second Edition, understand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning. Implement advanced concepts in machine learning with this example-rich guide.(Limited-time offer)

Table of Contents

  • A Process for Success
  • Linear Regression – The Blocking and Tackling of Machine Learning
  • Logistic Regression and Discriminant Analysis
  • Advanced Feature Selection in Linear Models
  • More Classification Techniques – K-Nearest Neighbors and Support Vector Machines
  • Classification and Regression Trees
  • Neural Networks and Deep Learning
  • Cluster Analysis
  • Principal Components Analysis
  • Market Basket Analysis, Recommendation Engines, and Sequential Analysis
  • Creating Ensembles and Multiclass Classification
  • Time Series and Causality
  • Text Mining
  • R on the Cloud
  • R Fundamentals
  • Sources

Download Free PDF / Read Online

Author(s): Sibanjan Das, Umit Mert Cakmak
Publisher: Packt Publishing
Published: April 2017
Format(s): Online
File size: –
Number of pages: 420
Download / View Link(s): This offer has ended.
Free as of 02/16/2020.

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