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Lectures

The first set of slides is used to introduce Machine Learning, the importance of the features and how a model is learned in order to avoid some problematic situations.
Another document can also be used in order to complete what has been studied in class.

• Introduction
• Course

Practical Sessions

The first practical session is dedicated to the presentation of the K-nearest neighbor and decision tree algorithms. You can find the datasets and the code that will be used for this purpose.

• Notebook
• Datasets

• Diabete
• Auto

Below some source codes and a dataset that be used to illustrate how do predictions with time series.

• Notebook
• Passengers