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Week 0

Installation Guides

Python 3

Windows: https://phoenixnap.com/kb/how-to-install-python-3-windows
Ubuntu: https://phoenixnap.com/kb/how-to-install-python-3-ubuntu
MacOS : https://flaviocopes.com/python-installation-macos/

Anaconda

Windows: https://docs.anaconda.com/anaconda/install/windows/
Ubuntu: https://docs.anaconda.com/anaconda/install/linux/
MacOS : https://docs.anaconda.com/anaconda/install/mac-os

$~$

Week 1

Git and Github

A beginner-friendly and easy-to-follow video : https://youtu.be/tRZGeaHPoaw?si=06GZKYd83iAvLx8A
Cheat sheet for future reference : https://education.github.com/git-cheat-sheet-education.pdf

Markdown

A short 8-min video covering almost everything you will need : https://youtu.be/2JE66WFpaII?si=5eDA-wD6sj0Xv86M
Cheat sheet for future reference : https://www.markdownguide.org/cheat-sheet/

Jupyter Notebooks

A quick introduction : https://realpython.com/jupyter-notebook-introduction/

Python and its libraries

Python : https://www.youtube.com/playlist?list=PL-osiE80TeTskrapNbzXhwoFUiLCjGgY7 (Videos 2-10)
Numpy : https://numpy.org/devdocs/user/quickstart.html
Pandas : https://www.w3schools.com/python/pandas/default.asp (till cleaning data)
Matplotlib : https://towardsdatascience.com/matplotlib-tutorial-learn-basics-of-pythons-powerful-plotting-library-b5d1b8f67596
Complete Tutorial (Highly Recommended for beginners) : https://cs231n.github.io/python-numpy-tutorial/