Burger, Scott V.
Introduction to Machine Learning with R: Rigorous Mathematical Analysis
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- ISBN 13:
- 9781491976449
- author:
- Burger, Scott V.
- format:
- Paperback
- publisher:
- O'Reilly Media, Inc, USA
- language:
- English
- Publication Year:
- 2018
- Pages:
- 226
- Dimensions:
- 17.78 x 1.02 x 23.11 centimetres
- Genre:
- Computers, Computer Science, Data Modeling
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
Learn the fundamentals of machine learning with R and gain a solid foundation in this introductory guide. By understanding basic coding concepts, you'll be able to grasp machine learning principles and start building a working knowledge.
The book covers regression modelling, neural networks, tree-based methods, and more advanced topics using the caret package in R. You'll explore statistical concepts for designing data, linear regression models used in business and science, single-layer and multilayer neural networks, and tree-based models.
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