Machine Learning with R (Paperback)

Brett Lantz

ISBN 10: 1782162143 / ISBN 13: 9781782162148

Verlag: Packt Publishing, Birmingham, 2023

Beschreibung

Paperback. Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks. Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required. Machine learning with R will transform the way you think about data. With the help of practical examples, you'll prepare data for analysis, choose a machine learning method, and measure the success of the process. The book will show you how to use the analytical tools you need to gain insights from complex data quickly. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.

Bestandsnummer des Verkäufers 9781782162148

Bibliografische Details

• Titel: Machine Learning with R (Paperback)
• Verlag: Packt Publishing, Birmingham
• Erscheinungsjahr: 2023
• Sprache: Englisch
• ISBN-10: 1782162143
• ISBN-13: 9781782162148
• Einband: Paperback
• Zustand: new

Über diesen Titel

Inhaltsangabe

Written as a tutorial to explore and understand the power of R for machine learning. This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks. Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required.

Über die Autorin bzw. den Autor

Brett Lantz (@DataSpelunking) has spent more than 10 years using innovative data methods to understand human behavior. A sociologist by training, Brett was first captivated by machine learning during research on a large database of teenagers' social network profiles. Brett is a DataCamp instructor and a frequent speaker at machine learning conferences and workshops around the world. He is known to geek out about data science applications for sports, autonomous vehicles, foreign language learning, and fashion, among many other subjects, and hopes to one day blog about these subjects at Data Spelunking, a website dedicated to sharing knowledge about the search for insight in data.