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Machine Learning 2018/2019 – Lab 01

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Material:

  • Rbasics.txt/Rbasics.pdf: the list of commands ran in Lab 01. Note that the list is heavily based on the Lab in Section 2.3 of the book (you can find the original here), but I preferred to integrate it with some additional hints from my personal experience and other sources such as this one)

Links:

  • Statistical Learning: the website of the Introduction to Statistical Learning book. In the Data Sets and Figures page you will also find links to download the Auto.data and Auto.cvs datasets we used during the Lab.
  • The Comprehensive R Archive Network: the place where you can download R and its packages (note that the book often refers to ISLR and MASS packages, it is good for you to install them soon)
  • R Studio: a powerful, opensource IDE for R