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NYC_taxifare_prediction
NYC_taxifare_prediction PublicThis project aims to provide solution for predicting the fare amount (inclusive of tolls) of a taxi ride in New York City given the pickup and dropoff locations. The techniques utilized in this pro…
Jupyter Notebook 2
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Mercari_price_suggestion
Mercari_price_suggestion PublicMercari, Japan’s biggest community-powered shopping app, wants to offer pricing suggestions to sellers on its website, but this is tough because their sellers are enabled to put just about anything…
Jupyter Notebook 1
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TTT_timeseries_forecasting
TTT_timeseries_forecasting PublicThis project aims to predict which ratio (alpha and beta ratios) performs better on Taiwan Top50 Tracker Fund (TTT). The regression models including LightGBM, Random Forest, and XGBoost are built b…
Jupyter Notebook 1
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TWSE_ADRGDR_selection
TWSE_ADRGDR_selection PublicThe project aims to develop a profitable arbitrage strategy that will score the highest on metrics (win rate, payoff ratio, and profit ratio) for the Taiwan Stock Exchange (TWSE) ADRs and GDRs.
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Mercari_MIS
Mercari_MIS PublicMercari, Japan’s biggest community-powered shopping app, hosted a price suggestion challenge on Kaggle to build an algorithm that automatically suggests the right product prices. The project uses t…
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