
K-12 OUTREACH PROJECTS
Linear Regression Modeling
Predicting physical characteristics using math. An introduction to simple linear regression and plotting lines of best fit in Python.

API Data Challenge
Pulling live demographic data from the New York State government database using APIs, cleaning datasets, and visualizing trends.

Automating the Web
Introduction to web scraping and automation. Build a Python robot to navigate websites and extract image files using BeautifulSoup.

Resonance Defender
Interactive RLC Circuit Simulator. Defend the system by matching inductive and capacitive reactance to neutralize incoming AC sine waves.