IPL Player Performance Prediction

📊 Project Goal

This project predicts whether an IPL batsman will score 30 or more runs in a match using past performance data.

🛠 Tools Used

• Python
• Pandas
• Scikit-learn
• Jupyter Notebook

📁 Dataset

• IPL ball-by-ball datasets (2022, 2023, 2024)

🤖 Machine Learning Model

• Logistic Regression

📈 Features Used

• Average runs in last 3 matches (avg_last_3)

🎯 Result

Built a beginner-level cricket analytics machine learning model to predict player performance based on recent form.

🚀 Future Improvements

• Add opponent and venue features
• Try Random Forest model
• Build dashboard visualization