Examples of ML models

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There are a lot of different ML algorithms available. As a starting point, Commonly used Machine Learning Algorithms provides an overview.

In the following, we will look a bit closer at six selected ML methods from scikit-learn.

Group work

For this purpose, you will work in groups on the respective method and then present your results.

Use the following questions as a guide:

  • What is the basic mode of operation of the method?

  • For which data and problems is the method suitable?

  • What are the strengths and weaknesses of the method?

The links provided above with the respective ML method serve as an introduction.