# Network Analysis Made Simple

- Audience level:
- Intermediate

### Brief Summary

In this tutorial, you will learn about the basics of network science, and how to use what you've learned in a variety of applied settings! We will cover basic concepts such as nodes and edges, move onto the finding interesting structures and paths, and end with a selection from topics such as bipartite graphs, statistical inference on graphs and the deep connection to linear algebra!

### Outline

Part 1: Introduction (25 min)

- Introductory discussion
- NetworkX API
- Simple visualizations

5 min break

Part 2: Algorithms (45 min)

- Finding important nodes
- Pathfinding algorithms and their applications
- Identifying interesting structures

5 min break

Part 3: Practical Matters (20 min)

5 min break

Part 4: One of the following advanced topics (20 min):

- Bipartite graphs
- Linear algebra
- Statistical inference on graphs