README_JUPYTER.md

DON'T DO THIS

!pip install numpy

Using LaTeX for forumlas

• https://www.latex-project.org/help/documentation/amsldoc.pdf When you write LaTeX in a Markdown cell, it will be rendered as a formula using MathJax.
• https://www.mathjax.org/

Best artcile to refer to understand jupyter internals

Ref: [https://jakevdp.github.io/blog/2017/12/05/installing-python-packages-from-jupyter/](Ref: https://jakevdp.github.io/blog/2017/12/05/installing-python-packages-from-jupyter/)

This is Best way

Install a pip package in the current Jupyter kernel

import sys !{sys.executable} -m pip install numpy

Below is always best practice

python -m pip install <package> because is more explicit about where the package will be installed

By default, the first place Python looks for a module is an empty path, meaning the current working directory. If the module is not found there, it goes down the list of locations until the module is found. You can find out which location has been used using the path attribute of an imported module:

import numpy as np np.__path__

?, you can access the Docstring for quick reference on syntax.

?str.replace()

IPython Magic Commands

This will list all magic commands

%lsmagic

References

List of all Magic commands for Jupyrer

• https://ipython.readthedocs.io/en/stable/interactive/magics.html

Jupyter Shortcuts and Tips

• https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/