Cassie Nutter's repositories
Predicting_heart_disease
A dataset containing over 70,000 data points, 12 features, and one target variable were used to analyze if machine learning could predict if an individual has cardiovascular disease.
Detecting_pneumonia
Using over 5,800 images of chest radiographs, I utilized machine learning and neural networks to predict when pneumonia is present. The best model was able to predict over 80% accuracy on the test data with a false negative rate that was less than 3%.
Housing_price_predictions
This project used linear regression to predict the prices of homes for sale in King County Washington. The dataset contains over 21,500 listings and 21 features. A model was created with statsmodels that would explain 80% of the variance in price.
Movie_Predictions_Project
Merging multiple different datasets was key to exploring data and finding intriguing insights to present to imaginary movie executives.
worldwide_covid19_vaccines
This project aims to predict when the world will reach 70% herd immunity with COVID-19 vaccinations. It also analyzes sentiment of COVID-19 vaccine Tweets and uses market segmentation to find inequities in countries that are vaccinating.
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