Portfolio Projects

Here you’ll find different data science projects. These projects may be related to publications (linked if they are) or are just interesting questions/problems in the data science world.

Multivariate Analysis

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In this project I used various multivariate statistical techniques to explore E-commerce shipping data and ultimately gain insight into improving on-time shipments and customer satisfaction.

Relational Database Design and Implementation

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Project going through the creation of a Postgres relational database and its functionality in deploying to statistical programing languages for analysis and Tableau for data visualization.

SQL Data Queries

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Project walking through the use of SQL to query a relational database.

Prediction and Insight through Machine Learning

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In this portfolio project, I trained two machine learning algorithms, a TensorFlow Neural Network and a scikit-learn Random Forest machine learning algorithm to predict stroke occurrence in patients. Additionally, I utilized Shap values to extract insights into the importance of different features in the predictive models.