Resources

General

• https://yyiki.org/wiki/Network%20science/
• Petter Holme's Networks of the day: https://petterhol.me/2023/11/02/networks-of-the-day/
• FAQs

Datasets

• https://networks.skewed.de (Twitter: https://twitter.com/netzschleuder): This is a network database managed by Tiago Peixoto, who is the creator of the graph-tool library (a really good library for more serious network analysis compared with networkx).
• https://icon.colorado.edu/#!/: The Colorado Index of Complex Networks indexes a large number of network datasets out there. Managed by U. Colorado Boulder team led by Aaron Clauset.
• Petter Holme's Networks of the day: https://petterhol.me/2023/11/02/networks-of-the-day/

See also YYiki: Network datasets and YYiki: Public datasets.

Libraries and Softwares

See YYiki: Network analysis libraries and YYiki: Graph visualization

Linear algebra

Here are some recommended resource for brushing up your linear algebra.

• 3B1B: Essence of Linear Algebra - this is an excellent video series by 3B1B. If your linear algebra background is weak, this is a highly recommend series to watch. Bookmark and catch up during the early part of the semester!
• The Matrix Cookbook - a nice reference (cheatsheet) for linear algebra

Neural networks

• 3B1B: Neural Networks - Another excellent video series by 3B1B.