Syllabus

Slides

Lecture 1 Slides

Lecture 2 Slides

Matrix Supplement

Lecture 3 Slides

Lecture 4-6 Slides

Data Science Interlude Slides

Lecture 8 Slides

Code

Probability and Statistics Code

Choosing the rank

Summary statistics

Community Detection examples

Simulated Graph Embeddings

Community Detection with Graph Embeddings

Harry Potter Multiple Graph Analysis

Data

Football Data

Political Blogs Data