Pinned

1. sentiment_analysis_and_product_recommendation sentiment_analysis_and_product_recommendation Public

   From 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…

   Jupyter Notebook 23 4

2. Project4_Store_Sales_Forecasting Project4_Store_Sales_Forecasting Public

   A time series model that predicts the future store sales of Walmart. Forecasting with ARIMA, Exponential Smooting, and ARCH models.

   Jupyter Notebook 2 1

3. Project3_TanzanianWaterWell_Status_Prediction Project3_TanzanianWaterWell_Status_Prediction Public

   Predicting Water Well Functionality in Tanzania. Feature engineering, SMOTE for imbalanced target, tuning with grid search, feature selection for Random Forest, LGBM, XGBoost, k-neighbors...

   Jupyter Notebook 6 6

4. Project_2_Predicting_House_Prices Project_2_Predicting_House_Prices Public

   GAM (Generalized Additive Model) to predict the sale price of the homes based on the zip code the home is located

   Jupyter Notebook 1