McGill MMA - Enterprise Data Science & ML in Production
Enterprise Data Science projects - Master Of Management Analytics - Desaultels Faculty of Management - McGill University
Montreal, QC, Canada
Pinned Repositories
Auto_Insurance_Enterprise
customer_churn_2024
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.
datasectuals
Predicting whether or not a person deposits money after a marketing campaign. Gain insights to develop the best strategy in the next marketing campaign
Dazed-Confusion-Matrix
Flyer_Customer_Satisfaction
Football_Transfermarkt
INSY 695 - 076 - Enterprise DS II Group Project
Goodreads_Book_Recommendation
MGSC 695 Enterprise Analytics - Winter 2023 - Group 2
INSY695-W24-078-Group-2
Revenue-Radar
Predictive modelling for customer conversion and transaction revenue at Google's e-commerce shop
Vehicle-Claim-Fraud-Detection
MMA5 - GROUP5 - INSY695 Final Project
McGill MMA - Enterprise Data Science & ML in Production's Repositories
McGill-MMA-EnterpriseAnalytics/Goodreads_Book_Recommendation
MGSC 695 Enterprise Analytics - Winter 2023 - Group 2
McGill-MMA-EnterpriseAnalytics/Flyer_Customer_Satisfaction
McGill-MMA-EnterpriseAnalytics/Airline-Passenger-Satisfaction-Prediction-Part2
Airline Passenger Satisfaction Prediction - Part 2
McGill-MMA-EnterpriseAnalytics/Auto_Insurance_Enterprise
McGill-MMA-EnterpriseAnalytics/customer_churn_2024
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/Dazed-Confusion-Matrix
McGill-MMA-EnterpriseAnalytics/Football_Transfermarkt
INSY 695 - 076 - Enterprise DS II Group Project
McGill-MMA-EnterpriseAnalytics/INSY695-W24-078-Group-2
McGill-MMA-EnterpriseAnalytics/Revenue-Radar
Predictive modelling for customer conversion and transaction revenue at Google's e-commerce shop
McGill-MMA-EnterpriseAnalytics/Vehicle-Claim-Fraud-Detection
MMA5 - GROUP5 - INSY695 Final Project
McGill-MMA-EnterpriseAnalytics/Airline-Passenger-Satisfaction-Prediction
INSY 695 Group 3 - Airline Passenger Satisfaction Prediction
McGill-MMA-EnterpriseAnalytics/Cloud-Computations
McGill-MMA-EnterpriseAnalytics/hotel_cancellation_ML2
Predicting hotel booking cancellations at the time of reservation, to optimize revenue through dynamic pricing strategies and overbooking management.
McGill-MMA-EnterpriseAnalytics/League-of-Legends
Team 7240-3
McGill-MMA-EnterpriseAnalytics/NHL-Game
NHL-Game Analysis 🥅 🏒
McGill-MMA-EnterpriseAnalytics/NHL-Game-II
NHL-Game Part 2 (Productionisation) Analysis 🥅 🏒
McGill-MMA-EnterpriseAnalytics/Spotify-Music
An end-to-end ML project that generates popular music recommendations for radio stations
McGill-MMA-EnterpriseAnalytics/spotify_analysis
Group 8 - 8Potify
McGill-MMA-EnterpriseAnalytics/Customer-Aquisition
McGill-MMA-EnterpriseAnalytics/targeted_marketing
McGill-MMA-EnterpriseAnalytics/Airbnb
McGill-MMA-EnterpriseAnalytics/Customer-Personality-Analysis
McGill-MMA-EnterpriseAnalytics/Customer-Personality-Analysis-2.0
McGill-MMA-EnterpriseAnalytics/DataCo_Supply_Chain
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/fourchetteurs
McGill-MMA-EnterpriseAnalytics/hotel-cancellation-analysis
End to end project using Predictive and Causal analysis for Hotel Booking Cancellation Insights
McGill-MMA-EnterpriseAnalytics/Instacart-Market-Basket-Analysis
A model capable of predicting the next order Items for a customer
McGill-MMA-EnterpriseAnalytics/INSY695-InVehicleRecommendation_2
McGill-MMA-EnterpriseAnalytics/Marketing-Campaign-Analytics
McGill-MMA-EnterpriseAnalytics/Multi-Class-Prediction-of-Obesity-Risk
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