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

Mastering Machine Learning with R – Third Edition

April 20, 2023

Mastering Machine Learning with R - Third Edition

Mastering Machine Learning with R – Third Edition will teach you advanced techniques in ML ,using? the latest code in R 3.5. You will delve into various complex features of supervised learning, unsupervised learning, and reinforcement learning algorithms to design efficient and powerful ML models. (Limited-time offer)

Table of Contents

  • Preparing and Understanding Data
  • Linear Regression
  • Logistic Regression
  • Advanced Feature Selection in Linear Models
  • K-Nearest Neighbors and Support Vector Machines
  • Tree-Based Classification
  • Neural Networks and Deep Learning
  • Creating Ensembles and Multiclass Methods
  • Cluster Analysis
  • Principal Component Analysis
  • Association Analysis
  • Time Series and Causality
  • Text Mining
  • Creating a Package

Download Free PDF / Read Online

Author(s): Cory Lesmeister
Publisher: Packt Publishing
Published: January 2019
Format(s): Online
File size: –
Number of pages: 354
Download / View Link(s): This offer has ended.
Free as of 04/20/2023.

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