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 glmneth2orangerxgboostkeras 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.
Jetzt Herunterladen Hands-On Machine Learning with R (Chapman & Hall/CRC The R Series) (English Edition) hands on nashville hands-on warts on hands with hands on hips crossword hands-on-hips crossword hands-on labs hands-on work hands-only hands-on machine learning hands-on cpr hands-on process hands-on projects hands-on activity hands-on approach hands-on definition hands-on experiment hands-on-hips crossword clue hands-on knowledge of hands-on museum ann arbor hands-on network programming with c hands-on amazon redshift for data warehousing hands-on-hips hands-on-ml hands-on.com hands-only-cpr
acrobat,adobe,adobe pdf reader,adobe reader,chip pdf creator,epub,foxit reader,free pdf,in pdf umwandeln,mac pdf zusammenfügen,mcdonalds gutscheine pdf,mehrere pdf zusammenfügen,nitro pdf,nuance pdf,online pdf creator,pdf,pdf öffnen,pdf adobe,pdf architect,pdf bearbeiten,pdf bearbeiten kostenlos,pdf converter,pdf creator,pdf creator 24,pdf datei,pdf datei verkleinern,pdf dateien,pdf dateien zusammenfügen,pdf download,pdf erstellen,pdf jpg,pdf kostenlos,pdf online,pdf online bearbeiten,pdf reader,pdf reader chip,pdf to word,pdf to word online,pdf trennen,pdf umwandeln,pdf xchange viewer,pdf zusammenfügen,pdf zusammenfügen online,pdf24,pdfs zusammenfügen,sumatra pdf,tipico pdf,word in pdf,word pdf,word to pdf online
Über den Autor und weitere Mitwirkende Also the Echocardiography