mlr3book
Free online version of the 'Applied Machine Learning Using mlr3 in R' textbook, built with Quarto.
What is mlr3book?
mlr3book is the online version of the textbook 'Applied Machine Learning Using mlr3 in R' that teaches practical machine learning techniques using the mlr3 ecosystem in R. It provides comprehensive documentation and tutorials for data scientists and statisticians working with R.
R programmers, data scientists, statisticians, and students learning machine learning with the mlr3 ecosystem who want comprehensive, practical guidance.
It offers a complete, professionally-written textbook for free online, with all profits from print sales supporting the mlr3 ecosystem's maintenance and development.
Overview
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
Use Cases
Best For
- Learning machine learning techniques specifically in R
- Understanding the mlr3 ecosystem for machine learning workflows
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