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R: Unleash Machine Learning Techniques
Название: R: Unleash Machine Learning Techniques
Автор: Raghav Bali, Dipanjan Sarkar, Brett Lantz, Cory Lesmeister
Издательство: Packt Publishing
Год: 2016
Страниц: 1123
Формат: PDF
Размер: 26 Mb
Язык: English

Find out how to build smarter machine learning systems with R. Follow this three module course to become a more fluent machine learning practitioner.

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 Learning - Second Edition By Brett Lantz
Mastering Machine Learning with R By Cory Lesmeister




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