Welcome to the IML content page

While LearnIT should serve as your primary reference for the "Introduction to Machine Learning." course at ITU. This webpage contains the majority of the assignments, exercises, tutorials, and additional material used during the course.

The site is divided into the following sections:

  • Course Guidelines contains practical information about the course, prerequsite material and references to reading material needed for the course.
  • Python contains practical information on how to use this website as well as material on how to use Python and Jupyter Notebooks.
  • Exercises contains weekly exercises and assignments.
  • Tutorials contains tutorials for associated to specific lectures.
  • Extra_Material contains links to videos and documents that serve as supplementary resources for the course.

Most exercises and tutorials are provided as Jupyter Notebooks, which are automatically generated for display on this webpage. To complete the exercises, you will need to download the notebooks and run them locally on your own computer from the one-drive.