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sentiment_analysis_and_product_recommendation
sentiment_analysis_and_product_recommendation PublicFrom the Kindle Store Reviews on Amazon, sentiment analysis and book recommendation. Used Keras, FastText from Torch, and BERT. For recommender systems; SVDS, cosine-similarity, and solved the cold…
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Project4_Store_Sales_Forecasting
Project4_Store_Sales_Forecasting PublicA time series model that predicts the future store sales of Walmart. Forecasting with ARIMA, Exponential Smooting, and ARCH models.
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Project3_TanzanianWaterWell_Status_Prediction
Project3_TanzanianWaterWell_Status_Prediction PublicPredicting Water Well Functionality in Tanzania. Feature engineering, SMOTE for imbalanced target, tuning with grid search, feature selection for Random Forest, LGBM, XGBoost, k-neighbors...
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Project_2_Predicting_House_Prices
Project_2_Predicting_House_Prices PublicGAM (Generalized Additive Model) to predict the sale price of the homes based on the zip code the home is located
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