Description: Hands-On Machine Learning with R Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). Author(s): Brad Boehmke, Brandon M. Greenwell Format: Hardback Publisher: Taylor & Francis Ltd, United Kingdom Imprint: CRC Press ISBN-13: 9781138495685, 978-1138495685 Synopsis Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today's most popular machine learning methods. This book serves as a practitioner's guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R's machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: * Offers a practical and applied introduction to the most popular machine learning methods. * Topics covered include feature engineering, resampling, deep learning and more. * Uses a hands-on approach and real world data.
Price: 73.71 GBP
Location: Aldershot
End Time: 2024-11-01T09:54:54.000Z
Shipping Cost: 30.74 GBP
Product Images
Item Specifics
Return postage will be paid by: Buyer
Returns Accepted: Returns Accepted
After receiving the item, your buyer should cancel the purchase within: 60 days
Return policy details:
Book Title: Hands-On Machine Learning with R
Item Height: 234 mm
Item Width: 156 mm
Series: Chapman & Hall/Crc: the R Series
Author: Brandon M. Greenwell, Brad Boehmke
Publication Name: Hands-On Machine Learning with R
Format: Hardcover
Language: English
Publisher: Taylor & Francis LTD
Subject: Economics, Computer Science, Mathematics
Publication Year: 2019
Type: Textbook
Item Weight: 939 g
Number of Pages: 456 Pages
