Modeling and Machine Learning

Author

Title

Posit

Tidymodels website

Posit

Posit AI Blog

Gareth James, Daniela Witten, Trevor Hastie, Rob Tibshirani, and Jonathan Taylor

An Introduction to Statistical Learning

Max Kuhn and Julia Silge

Tidy Modeling with R

Max Kuhn and Kjell Johnson

Feature Engineering and Selection: A Practical Approach for Predictive Models

Max Kuhn and Kjell Johnson

Applied Machine Learning for Tabular Data (in progress)

Max Kuhn

Tidymodels Computing Supplement (in progress)

Max Kuhn and Kjell Johnson

What They Forgot to Tell You About Machine Learning with an Application to Pharmaceutical Manufacturing

Max Kuhn

Applied Predictive Modeling Blog

Sigrid Keydana

Deep Learning and Scientific Computing with R torch

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