Scikit-Learn Hello World with Docker Init

This article is a simple example of how to use Scikit-Learn to create a simple classifier based on the Iris dataset.

Installation

In this example, we use Python version 3.12.0 together with virtualenv. Ubuntu 24.04 comes with Python 3.12 pre-installed.

To install Python 3.12 on MacOS, you can use Homebrew:

brew install python@3.12

On Windows, you can use the official Python installer from the Python website.

Later we also use Docker to run the Python code in a container. The …

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