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Derek Siker's Projects

customer-segmentation icon customer-segmentation

Customer Segmentation for Wholesale Grocery Distributor with PCA and Gaussian Mixture Models

deep-learning-tinder icon deep-learning-tinder

Simple Tinder algorithm able to swipe left and right based on the recommendations of a pre-trained deep neural network (Machine Learning).

dsiker icon dsiker

Config files for my GitHub profile.

finding-charity-donors icon finding-charity-donors

Implements AdaBoost to identify individuals that would be most likely to contribute to a charity

kaggle-airbnb icon kaggle-airbnb

Implements LightGBM and XGBoost algorithms to solve Airbnb's Kaggle competition for predicting new user booking destinations based on in-house demographic data

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