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@McGill-MMA-EnterpriseAnalytics

McGill MMA - Enterprise Data Science & ML in Production

Enterprise Data Science projects - Master Of Management Analytics - Desaultels Faculty of Management - McGill University

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  1. datasectuals datasectuals Public

    Predicting whether or not a person deposits money after a marketing campaign. Gain insights to develop the best strategy in the next marketing campaign

    Jupyter Notebook 5 3

  2. Goodreads_Book_Recommendation Goodreads_Book_Recommendation Public

    MGSC 695 Enterprise Analytics - Winter 2023 - Group 2

    Jupyter Notebook 5 2

  3. Flyer_Customer_Satisfaction Flyer_Customer_Satisfaction Public

    HTML 3

  4. Dazed-Confusion-Matrix Dazed-Confusion-Matrix Public

    Jupyter Notebook 2 2

  5. Auto_Insurance_Enterprise Auto_Insurance_Enterprise Public

    Jupyter Notebook 2 2

  6. Vehicle-Claim-Fraud-Detection Vehicle-Claim-Fraud-Detection Public

    MMA5 - GROUP5 - INSY695 Final Project

    Jupyter Notebook 2 2

Repositories

Showing 10 of 46 repositories
  • Customer-Personality-Analysis-2.0 Public

    Customer Personality Analysis 2.0 refines customer segmentation and marketing strategies using advanced clustering and causal inference models. This project enhances customer behavior analysis to deliver personalized marketing, improve engagement, and boost sales, with a focus on flexible segmentation and real-time model updates.

    McGill-MMA-EnterpriseAnalytics/Customer-Personality-Analysis-2.0’s past year of commit activity
    HTML 0 1 0 0 Updated Jul 7, 2024
  • Multi-Class-Prediction-of-Obesity-Risk Public

    Advanced Multiclass ML pipeline predicts obesity class gamifying healthcare with real-time data (Apache Kafka), Azure ML, robust MLFlow Experiments & Tracking, Docker deployment,, FastAPI, Poetry, drift management, blue-green deployment, Streamlit UI, SHAP Dashboard, Error Analysis, Governance, and Market Analysis

    McGill-MMA-EnterpriseAnalytics/Multi-Class-Prediction-of-Obesity-Risk’s past year of commit activity
    Jupyter Notebook 0 2 1 0 Updated Jul 3, 2024
  • Spotify-Music Public

    An end-to-end ML project that generates popular music recommendations for radio stations

    McGill-MMA-EnterpriseAnalytics/Spotify-Music’s past year of commit activity
    Jupyter Notebook 1 MIT 3 1 0 Updated May 19, 2024
  • McGill-MMA-EnterpriseAnalytics/INSY695-W24-078-Group-2’s past year of commit activity
    HTML 2 1 0 0 Updated May 12, 2024
  • DataCo_Supply_Chain Public

    This project focuses on leveraging the DataCo Smart Supply Chain dataset from Kaggle to build predictive models that serve critical business functions: forecasting monthly demand, detecting fraudulent orders, and clustering orders to identify common traits in fraud cases.

    McGill-MMA-EnterpriseAnalytics/DataCo_Supply_Chain’s past year of commit activity
    Jupyter Notebook 0 4 0 0 Updated May 6, 2024
  • Revenue-Radar Public

    Predictive modelling for customer conversion and transaction revenue at Google's e-commerce shop

    McGill-MMA-EnterpriseAnalytics/Revenue-Radar’s past year of commit activity
    Jupyter Notebook 2 MIT 7 25 3 Updated May 6, 2024
  • McGill-MMA-EnterpriseAnalytics/fourchetteurs’s past year of commit activity
    Jupyter Notebook 0 2 0 0 Updated May 6, 2024
  • hotel_cancellation_ML2 Public

    Predicting hotel booking cancellations at the time of reservation, to optimize revenue through dynamic pricing strategies and overbooking management.

    McGill-MMA-EnterpriseAnalytics/hotel_cancellation_ML2’s past year of commit activity
    Jupyter Notebook 1 1 1 0 Updated May 5, 2024
  • McGill-MMA-EnterpriseAnalytics/targeted_marketing’s past year of commit activity
    Python 0 2 0 5 Updated Apr 26, 2024
  • customer_churn_2024 Public

    The "Customer Churn 2024" project, part of the McGill-MMA-EnterpriseAnalytics program, aims to analyze and predict customer churn using advanced data analytics. The project involves identifying key factors of customer attrition, developing predictive models, and providing actionable insights to improve retention strategies and business performance.

    McGill-MMA-EnterpriseAnalytics/customer_churn_2024’s past year of commit activity
    Jupyter Notebook 2 1 1 0 Updated Feb 26, 2024

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