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R: Unleash Machine Learning Techniques
R: Unleash Machine Learning Techniques

R: Unleash Machine Learning Techniques: Smarter data analytics

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Profile Icon Brett Lantz Profile Icon Cory Lesmeister Profile Icon Raghav Bali Profile Icon Dipanjan Sarkar
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Course Oct 2016 1123 pages 1st Edition
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Profile Icon Brett Lantz Profile Icon Cory Lesmeister Profile Icon Raghav Bali Profile Icon Dipanjan Sarkar
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Course Oct 2016 1123 pages 1st Edition

Key benefits

  • Build your confidence with R and find out how to solve a huge range of data-related problems
  • Get to grips with some of the most important machine learning techniques being used by data scientists and analysts across industries today
  • Don’t just learn – apply your knowledge by following featured practical projects covering everything from financial modeling to social media analysis

Description

R is the established language of data analysts and statisticians around the world. And you shouldn’t be afraid to use it… This Learning Path will take you through the fundamentals of R and demonstrate how to use the language to solve a diverse range of challenges through machine learning. Accessible yet comprehensive, it provides you with everything you need to become more a more fluent data professional, and more confident with R. In the first module you’ll get to grips with the fundamentals of R. This means you’ll be taking a look at some of the details of how the language works, before seeing how to put your knowledge into practice to build some simple machine learning projects that could prove useful for a range of real world problems. For the following two modules we’ll begin to investigate machine learning algorithms in more detail. To build upon the basics, you’ll get to work on three different projects that will test your skills. Covering some of the most important algorithms and featuring some of the most popular R packages, they’re all focused on solving real problems in different areas, ranging from finance to social media. This Learning Path has been curated from three Packt products: • R Machine Learning By Example By Raghav Bali, Dipanjan Sarkar • Machine Learning with R - Second Edition By Brett Lantz • Mastering Machine Learning with R By Cory Lesmeister

Who is this book for?

Aimed for intermediate-to-advanced people (especially data scientist) who are already into the field of data science

What you will learn

  • Get to grips with R techniques to clean and prepare your data for analysis, and visualize your results
  • Implement R machine learning algorithms from scratch and be amazed to see the algorithms in action
  • Solve interesting real-world problems using machine learning and R as the journey unfolds
  • Write reusable code and build complete machine learning systems from the ground up
  • Learn specialized machine learning techniques for text mining, social network data, big data, and more
  • Discover the different types of machine learning models and learn which is best to meet your data needs and solve your analysis problems
  • Evaluate and improve the performance of machine learning models
  • Learn specialized machine learning techniques for text mining, social network data, big data, and more

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Oct 24, 2016
Length: 1123 pages
Edition : 1st
Language : English
ISBN-13 : 9781787127340
Category :
Languages :

Product Details

Publication date : Oct 24, 2016
Length: 1123 pages
Edition : 1st
Language : English
ISBN-13 : 9781787127340
Category :
Languages :

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