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

Mastering Predictive Analytics with R – Second Edition

July 31, 2022

Mastering Predictive Analytics with R - Second Edition

Mastering Predictive Analytics with R – Second Edition begins with a dedicated chapter on the language of models and the predictive modeling process. You will understand the learning curve and the process of tidying data. Each subsequent chapter tackles a particular type of model, such as neural networks, and focuses on the three important questions of how the model works, how to use R to train it, and how to measure and assess its performance using real-world datasets. (Limited-time offer)

 

Table of Contents

  • Gearing Up for Predictive Modeling
  • Tidying Data and Measuring Performance
  • Linear Regression
  • Generalized Linear Models
  • Neural Networks
  • Support Vector Machines
  • Tree-Based Methods
  • Dimensionality Reduction
  • Ensemble Methods
  • Probabilistic Graphical Models
  • Topic Modeling
  • Recommendation Systems
  • Scaling Up
  • Deep Learning

Download Free PDF / Read Online

Author(s): James D. Miller, Rui Miguel Forte
Publisher: Packt Publishing
Published: June 2015
Format(s): Online
File size: –
Number of pages: 448
Download / View Link(s): This offer has ended.
Free as of 07/31/2022

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