Presentation at Morton High School

This is the class presentation for Morton High School in Morton, IL where I taught in the math department for many years before moving to industry. I am speaking to the honors math classes about data science and relating back to some concepts they would encounter in Pre-Calculus, Statistics, Algebra II, etc.

Repo Structure

embeddings/

Module to construct word embeddings from text using a Word2Vec model. Also has function to compare embeddings with cosine similarity.

tweety/

Module to harvest Twitter data

wordvec/

Module to construct a Word2Vec model.

class_demo.ipynb

Presentation for the students.