GitHub / LukeMercouris 1 Repository
Studying toward a Master in Analytics. New to Python, SQL, and Tableau among others. Wanting to start my own work portfolio and learn in anyway possible.
LukeMercouris/LFC
Liverpool FC specific data insights.
Language: Jupyter Notebook - Size: 2.34 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
LukeMercouris/Ftbl_Touch_Map
English Premier League 2024/2025 team touches per third.
Language: Jupyter Notebook - Size: 830 KB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
LukeMercouris/Bike_Rental_Predictor
Bike Rental Demand Prediction: Built regression model to forecast hourly bike rentals in DC using time-based features and Gradient Boosting Regressor. Achieved R² of 0.965, RMSE of 33.94, and MAE of 22.49. Created Streamlit web app for real-time rental predictions.
Language: Jupyter Notebook - Size: 10.4 MB - Last synced at: 5 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
LukeMercouris/Loan_Prediction
Loan Approval Prediction: Built binary classification model to predict loan approvals using financial and demographic data. Applied preprocessing and StandardScaler normalization. Used Gaussian Naive Bayes model achieving 92% recall for approvals, 74% accuracy, and 82% F1-score. Deployed via Flask web application.
Language: Jupyter Notebook - Size: 952 KB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0