Weather Prediction ML Model
Machine learning model for accurate weather prediction using historical data and satellite imagery.
A
Admin User
Machine Learning
Python
TensorFlow
Pandas
FastAPI
About This Project
An advanced machine learning system that predicts weather patterns with high accuracy using multiple data sources including historical weather data, satellite imagery, and atmospheric measurements.
Components:
- Data preprocessing pipeline
- Feature engineering
- Neural network models
- Real-time prediction API
- Visualization dashboard
- Mobile alerts
The model achieves 95% accuracy in 7-day weather forecasts and provides detailed meteorological insights.