alinahameed
A brief overlook of previous and ongoing project and research I have done!
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Implemented a single-layer neural network (perceptron) from scratch to understand supervised learning algorithms and their relationship to unsupervised learning frameworks.
Developed a supervised machine learning model to predict the presence of heart disease using clinical patient data. Implemented data preprocessing, exploratory analysis, and model evaluation to assess predictive performance and identify key risk factors.
This study aims to explore how factors like hospitalizations and new vaccinations correlate with anxiety-related Google searches in the United States (US) during the pandemic.
An interactive Altair visualization tool for data exploration in the brain's hypothalamic preoptic region on how genetics and anatomy may shape social behaviors and sex differences.