Python Projects

StacyGraison_DimensionalityReduction.pdf

MIT Elective Project: 

Dimensionality Reduction

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The goal of this project was to utilize skills in data exploration, data cleaning, and dimension reduction, using PCA and t-SNE to provide meaningful information.


Visualizations: Histograms, Boxplots, Heat Maps, Scatterplots

Algorithms: PCA, t-SNE

MIT Elective Project: 

Clustering

Bank Customer Segmentation

The goal of this project was to determine different segments in the bank's customer base by finding trends and patterns in the customers' spending and bank interactions.

Visualizations: Histograms, Boxplots, Heat Maps

Algorithms: PCA, K-Means, Gaussian Mixture Model, K-Medoids

StacyGraison_Clustering.pdf


Coming Soon!

I am always practicing. I'll upload more projects soon!