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Look inside
Machine learning (ML) is a collection of programming techniques for discovering relationships in data. With ML algorithms, you can cluster and classify data for tasks like making recommendations or fraud detection and make predictions for sales trends, risk analysis, and other forecasts. Once the domain of academic data scientists, machine learning has become a mainstream business process, and tools like the easy-to-learn R programming language put high-quality data analysis in the hands of any programmer. Machine Learning with R, the tidyverse, and mlr teaches you widely used ML techniques and how to apply them to your own datasets using the R programming language and its powerful ecosystem of tools. This book will get you started!
about the book
Machine Learning with R, the tidyverse, and mlr gets you started in machine learning using R Studio and the awesome mlr machine learning package. This practical guide simplifies theory and avoids needlessly complicated statistics or math. All core ML techniques are clearly explained through graphics and easy-to-grasp examples. In each engaging chapter, you’ll put a new algorithm into action to solve a quirky predictive analysis problem, including Titanic survival odds, spam email filtering, and poisoned wine investigation.what's inside
- Using the tidyverse packages to process and plot your data
- Techniques for supervised and unsupervised learning
- Classification, regression, dimension reduction, and clustering algorithms
- Statistics primer to fill gaps in your knowledge
Easy language, clear explanations, good examples...I love this book!
This book is not only very useful, it is also fun to read!
Fantastic introduction to the subject of machine learning.
Lucid language, real-life examples, in-depth coverage of a variety of algorithms, and exercises along with answers to hone your skills.
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Machine Learning with R, the tidyverse, and mlr ebook for free
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choose your plan
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$249.99
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- choose twelve free products per year
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Machine Learning with R, the tidyverse, and mlr ebook for free
team
monthly
annual
$49.99
$499.99
only $41.67 per month
- five seats for your team
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
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Machine Learning with R, the tidyverse, and mlr ebook for free
