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  1. B28_housing_market_analysis B28_housing_market_analysis Public

    A research on the housing market in B28, Birmingham, UK; to provide the real estate agency manager with insights into housing prices, property types, sizes and features. With further investigations.

    Jupyter Notebook

  2. loan_applications_analysis loan_applications_analysis Public

    The Explanatory Data Analysis on a Bank's Application Loan Data, in order to identify: Main trends among all applications, and a low-risk Machine Learning model to predict loan approvals.

    Jupyter Notebook

  3. portfolio3_gbp_usd_arnn portfolio3_gbp_usd_arnn Public

    Forecast the next-day GBP/USD exchange rate using an Autoregressive Neural Network (ARNN)

    HTML

  4. portfolio4_logistic_regression portfolio4_logistic_regression Public

    This study analyzes customer spending behavior at Fresco Supermarket. The objective is to leverage Machine Learning model (Logistic Regression) to predict whether a customer's shopping basket value…

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  5. portfolio5_cluster_analysis portfolio5_cluster_analysis Public

    A study for a UK bank, undertaking segmentation analysis to identify trends and patterns in their customers.

    HTML

  6. portfolio6_cojoint_analysis portfolio6_cojoint_analysis Public

    A conjoint analysis study to determine consumer preferences for a new mobile phone

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