Back to Projects
English Premier League Match Prediction System
Sports Analytics
Machine Learning
Data Visualization
Machine learning system for predicting EPL match outcomes using historical data
Project Overview
End-to-end prediction system with data analytics dashboard and production-ready deployment
Key Features
- Historical data analysis
- BigQuery data pipeline
- Interactive Power BI dashboards
- Production model deployment
- Web application integration
Technical Details
Leveraged GCP BigQuery for data handling, Scikit-Learn for modeling, and Next.js+Flask for full-stack deployment
Challenges & Solutions
Processing large-scale sports data and creating meaningful features for outcome prediction
Project Details
July 2024
Technologies Used
Python
Scikit-Learn
BigQuery
Power BI
Flask
Next.js
GCP