Machine learning for data science

While introducing a core set of commonly used machine learning tools and practicing them in the R statistical programming language, this course focuses on understanding their mathematical foundations, statistical limitations, and proper interpretation.

Joshua Loftus true

Find the full course page here:


Text and figures are licensed under Creative Commons Attribution CC BY 4.0. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".


For attribution, please cite this work as

Loftus (2022, Feb. 17). neurath's speedboat: Machine learning for data science. Retrieved from

BibTeX citation

  author = {Loftus, Joshua},
  title = {neurath's speedboat: Machine learning for data science},
  url = {},
  year = {2022}