Machine Learning with tidymodels

6 Lessons
75 Exercises

Learn how all pieces of the tidymodels framework fit together and quickly create highly performing machine learning models.

Loved it! The interactive parts with the quizzes and exercises make it easy to get to know R in an entertaining and memorable way!

Fabian Holzner, User

Start your machine learning journey and learn the most fundamental building blocks of the tidymodels framework.

Learn why data preprocessing is crucial in your machine learning workflow and create your first data transformations with the recipes package.

Learn how to fit machine learning models using the parsnip package including linear regression, decision trees and boosting trees.

Avoid overfitting by using resampling techniques including cross-validation and bootstrap using the rsample package.

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A great course set-up to get a first insight into the workings of R and to wet your appetite for more – the possibilities seem endless. A very enjoyable experience, thank you!

Liza Glesener, SICONA

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About The Course

Do I get a certificate after course completion?

Yes, after finishing the course with all Quizzes and Exercises we will send you a certificate as PDF to your account.

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