This is a pack of 4 Python libraries on Ubuntu 22.04. NumPy is a general-purpose array processing package which provides tools for handling the n-dimensional arrays. It provides various computing tools such as comprehensive mathematical functions and linear algebra routines.

Pandas is an easy-to-use data analysis and manipulation tool, built on top of the Python programming language. Scikit-learn is a simple and efficient tool for predictive data analysis. It provides various tools for model fitting, data preprocessing, model selection, model evaluation, and many other utilities. Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Matplotlib makes easy things easy and hard things possible.

Key features of Numpy:

• Multidimensional Arrays.
• It contains tools for integrating code from other languages.
• Open-source.
• Efficient Element-wise Operations.

Key features of Pandas:

Key features of Scikit-learn:

Key features of Matplotlib:

To check the installation and version of the NumPy, Pandas, Matplotlib and Scikit-learn perform the steps below:

• sudo apt-get update
• i) sudo su
• ii) cd /root
• iii)source my-env/bin/activate, my-env is the virtual environment created to install the above tools
• iv) pip show numpy pip show pandas pip show scikit-learn pip show matplotlib Run them one by one

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