AMSC808N

Welcome to my repository for AMSC808N: Numerical Methods for Data Science and Machine Learning taught by Prof. Maria Cameron! The class was divided into the following four units (click on each to learn more about it!):

1. Optimization
2. Matrix Methods
3. Dimensionality Reduction
4. Modeling with Random Graphs

I learned some cool stuff in this class--including solving differential equations with a single layer neural network and infecting a graph with a virus.