Noah Price’s Machine Learning Blog – My Awesome CSCI 0451 Blog

Project Solar-Searcher

Identifying the optimal locations for solar energy system development in the continental US

Overfitting, Overparameterization, and Double Descent

Exploring the phenomenon of gradient descent

Implementing the Perceptron Algorithm

Recreating and testing the highly influential Perceptron

Limits of the Quantitative Approach to Fairness

Examining equality in the field of statistics as it pertains to machine learning

Auditing Bias

Evaluating the fairness of a machine learning model predicting employment

Design and Impact of Automated Decision Systems

Leveraging machine learning to determine profitability of loans

Classifying Palmer Penguins

Using logistic regression to discern between species of penguins