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An introduction to fundamental Machine Learning topics

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Machine Learning basics

The material was developed during the course Machine Learning [NIS-08-04] (2023/24) of the Department of Computer Science at Aristotle University of Thessaloniki.

Description

The included Jupyter Notebooks in this repository address these basic concepts:

  • Linear Models
  • Decision Tree Models
  • Ensemble Methods

For more information regarding each notebook, please read carefully the included text in each notebook (as given from the course instructor).