Max Kuhn, Julia Silge

Broschiertes Buch

Tidy Modeling with R

A Framework for Modeling in the Tidyverse

Beschreibung

Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consistent, flexible approach for your work.

Autor

Max Kuhn is a software engineer at RStudio. He is currently working on improving R's modeling capabilities. He was applying models in the pharmaceutical and diagnostic industries for over 18 years. Max has a Ph.D. in Biostatistics and is the author of numerous R packages for techniques in machine learning. He, and Kjell Johnson, wrote the book "Applied Predictive Modeling", which won the Ziegel award from the American Statistical Association, which recognizes the best book reviewed in Technometrics in 2015. Their second book, "Feature Engineering and Selection", was published in 2019.

Produktdetails

• Verlag: O'Reilly Media
• Seitenzahl: 300
• Erscheinungstermin: Oktober 2022
• Englisch
• Abmessung: 177mm x 231mm x 20mm
• Gewicht: 662g
• ISBN-13: 9781492096481
• ISBN-10: 1492096482
• Artikelnr.: 63565573