Learning Resources

Here is a growing list of resources that I’ve (Mackenzie M.) found useful for learning about various topics.

Python

• Python.org

• Real Python

• Automate the Boring Stuff with Python

SQL

• mySQL

• SQL Zoo

Data Science

• DataJoint

Machine Learning

• Scikit-learn

• TensorFlow

• PyTorch

Jupyter

• Dissection of Jupyter ecosystem by Chris Holdgraf https://www.youtube.com/watch?v=t0MjcXZf7SM (40 min⏰)

• The Guide📙: How to make a JB basics/tips/features by Chris Holdgraf https://www.youtube.com/watch?v=lZ2FHTkyaMU (30 min⏰) - most updated video -Similar to 2 from Jupyter meets earth https://www.youtube.com/watch?v=seKOq-VMJgY (as they cover the same topic there are many duplications) updated the past 9 months (22 min⏰)

• Honorary mention with features and comments from JupyterCon https://www.youtube.com/watch?v=tUDHysfzAxs (30 min⏰)

• In the documentation it is important to start from the anatomy of jb https://jupyterbook.org/en/stable/start/create.html#anatomy-of-a-book and the command line interface reference https://jupyterbook.org/en/stable/reference/cli.html

Git

• Crash course tutorial: https://www.youtube.com/watch?v=RGOj5yH7evk&t=2543s (70 min⏰)

• Interactive with all the basics https://www.youtube.com/watch?v=8JJ101D3knE&t=3131s (70 min⏰)