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1. Bank-Churn-Prediction Bank-Churn-Prediction Public

   The bank wants to predict whether a customer will churn based on their demographics and characteristics. This anlysis allows bank to come up with strategies to retain targeted group customers that …

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2. Diabetes-Prediction Diabetes-Prediction Public

   Do you know 440,000 Singaporeans has diabetes in 2014? Estimated to go up to 1 mil by 2050 • Financial Impact on health costs and productivity : $1.02 mil in 2010 to $2.5bil in 2050 • 1 in 3 people…

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3. Disney-Content-Analysis Disney-Content-Analysis Public

   A detailed Exploratory Data Analysis on possible strategies adopted by Disney+ for its exponential subscription growth (7x) from 2019 to 2022

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4. Geospatial-Covid Geospatial-Covid Public

   Trying out Geospatial plots with Folium and Choropleth based on Covid 19 data

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5. Milling-Machine-Failure-Prediction Milling-Machine-Failure-Prediction Public

   Extensive Features Engineering and with and without Oversampling. Prediction of Multi-Failure Modes using Decision Tree, Neural Network MLP and ensemble methods such as Random Forest, XGBoost

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6. Transforming-Singapore-Food-Nutrition-with-Machine-Learning---Capstone-Project Transforming-Singapore-Food-Nutrition-with-Machine-Learning---Capstone-Project Public

   How machine learning can facilitate food logging and push nutrition report, recipe recommendation and online purchase of ingredients. Impact both healthcare and online food business opportunity. Us…

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