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  1. coffeeshop-sales-analysis coffeeshop-sales-analysis Public

    Analysing coffee shop transaction data to identify profit drivers, customer demographics, and sales patterns to maximise profitability.

    Jupyter Notebook

  2. HDB-price-prediction-ml HDB-price-prediction-ml Public

    A machine learning model that predicts Singapore HDB resale flat prices by analysing how 6 key factors impact property values across 150,000+ historical transactions.

    Jupyter Notebook

  3. Air-Quality-NYC-Bike-Rental-Prediction Air-Quality-NYC-Bike-Rental-Prediction Public

    Exploring the relationship between weather conditions, air quality, and bike rental demand across US cities, with predictive modeling for NYC bike rental operations.

    Jupyter Notebook