# Install the necessary dependencies

import os
import sys
!{sys.executable} -m pip install --quiet pandas scikit-learn numpy matplotlib jupyterlab_myst ipython

5. Working with data

Photo by Alexander Sinn on Unsplash

In these sections, you will learn some of the ways that data can be managed, manipulated, and used in applications. You will learn about relational and non-relational databases and how data can be stored in them. You’ll learn the fundamentals of working with Python to manage data, and you’ll discover some of the many ways that you can work with Python to manage and mine data.

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• 5.1. Relational databases
• 5.2. Non-relational data
• 5.3. NumPy
• 5.4. Pandas
  • 5.4.1. Introduction and Data Structures
  • 5.4.2. Data Selection
  • 5.4.3. Advanced Pandas Techniques
• 5.5. Data preparation

5.6. Your turn! 🚀

TBD