Can I read Hands-On Machine Learning with R (Chapman & Hall/CRC The R Series) on EtoBox?

Hands-On Machine Learning with R (Chapman & Hall/CRC The R Series) by Brad Boehmke (Author); Brandon M. Greenwell (Author) is a nonfiction available to read on EtoBox.

What is Hands-On Machine Learning with R (Chapman & Hall/CRC The R Series) about?

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,

Who reads Hands-On Machine Learning with R (Chapman & Hall/CRC The R Series)?

Author

Brad Boehmke (Author); Brandon M. Greenwell (Author)

Publisher

Chapman and Hall/CRC

Published

2019

Language

EN

ISBN

9780367816377

Category

nonfiction

Subjects

Mathematics, Science, Business