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Learn AI with Python · Lesson

Jupyter Notebooks for Data Science

Launch Jupyter, write cells, use magic commands, and export notebooks.

Notebooks for Exploration

A Jupyter notebook mixes code, output, plots, and prose in one document. You run code in small cells, keeping state between them, which is ideal for iterative data exploration.

Notebook vs Lab

Jupyter Notebook is the classic single-document interface. JupyterLab is the modern IDE-like interface with a file browser, tabs, and multiple panels. Both run the same .ipynb files.

pip install jupyterlab notebook

jupyter lab      # modern interface
jupyter notebook # classic interface

All lessons in this course

  1. Virtual Environments and pip
  2. Jupyter Notebooks for Data Science
  3. Python Data Types for Data Science
  4. Working with the Python REPL and IPython
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