Mastering Machine Learning with R - Third Edition

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applications

Mastering Machine Learning with R - Third Edition

Cory Lesmeister
New Release!

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applications
Packt Subscription
FREE
$9.99/m after trial
eBook
$22.40
RRP $31.99
Save 29%
Print + eBook
$39.99
RRP $39.99
What do I get with a Packt subscription?
  • Exclusive monthly discount - no contract
  • Unlimited access to entire Packt library of 6500+ eBooks and Videos
  • 120 new titles added every month, on new and emerging tech
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$22.40
$39.99
$9.99 p/m after trial
RRP $31.99
RRP $39.99
Subscription
eBook
Print + eBook
Start a FREE 10-day trial

Frequently bought together


Mastering Machine Learning with R - Third Edition Book Cover
Mastering Machine Learning with R - Third Edition
$ 31.99
$ 22.40
Mastering Microservices with Java - Third Edition Book Cover
Mastering Microservices with Java - Third Edition
$ 35.99
$ 25.20
Buy 2 for $47.60
Save $20.38
Add to Cart

Book Details

ISBN 139781789618006
Paperback354 pages

Book Description

Given the growing popularity of R-zero-cost statistical programming environment, there has never been a better time to start applying ML to your data. This book will teach you advanced techniques in ML with 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.

This newly updated edition is packed with fresh examples covering a range of tasks from different domains. Mastering Machine Learning with R starts by showing you how to quickly manipulate data and prepare it for analysis. You will explore simple and complex models and understand how to compare them. You’ll also learn to use the latest library support such as TensorFlow and Keras-R for performing advanced computations. Additionally, you’ll explore complex topics such as natural language processing (NLP), time series analysis, and clustering, which will further refine your skills in developing applications. Each chapter will help you implement advanced ML algorithms using real-world examples. You’ll even be introduced to reinforcement learning along with its various use cases and models. Towards the concluding chapters, you’ll get a glimpse into how some of these black-box models can be diagnosed and understood.

By the end of this book, you’ll be equipped with the skills to deploy ML techniques in your own projects or at work.

Table of Contents

Chapter 4: Advanced Feature Selection in Linear Models
Chapter 8: Creating Ensembles and Multiclass Methods

What You Will Learn

  • Prepare data for machine learning methods with ease
  • Learn to write production-ready code and package it for use
  • Produce simple and effective data visualizations for improved insights
  • Master advanced methods such as Boosted Trees and deep neural networks
  • Use natural language processing to extract insights for text
  • Implement tree-based classifiers including Random Forest and Boosted Tree

Authors

Table of Contents

Chapter 4: Advanced Feature Selection in Linear Models
Chapter 8: Creating Ensembles and Multiclass Methods

Book Details

ISBN 139781789618006
Paperback354 pages
Read More

Read More Reviews

Recommended for You

Mastering Microservices with Java - Third Edition Book Cover
Mastering Microservices with Java - Third Edition
$ 35.99
$ 25.20
Windows Server 2019 Automation with PowerShell Cookbook - Third Edition Book Cover
Windows Server 2019 Automation with PowerShell Cookbook - Third Edition
$ 47.99
$ 33.60
Mastering Windows PowerShell Scripting - Third Edition Book Cover
Mastering Windows PowerShell Scripting - Third Edition
$ 35.99
$ 25.20
Applied Machine Learning With R [Video] Book Cover
Applied Machine Learning With R [Video]
$ 49.99
$ 42.50
Mastering TypeScript 3 - Third Edition Book Cover
Mastering TypeScript 3 - Third Edition
$ 39.99
$ 28.00
Python Machine Learning By Example - Second Edition Book Cover
Python Machine Learning By Example - Second Edition
$ 27.99
$ 19.60