Traffic Forecasting
PRODUCT Description
Harnessing the power of real-time sensor data, geospatial information, and historical data, our advanced machine learning model revolutionizes traffic prediction in European cities. Our model is trained and optimized using big data frameworks and state-of-the-art statistical techniques, ensuring the most accurate traffic forecasts.
TECHNOLOGIES
- Dask and Spark for big data processing.
- Geopandas & Graph Analytics for geospatial data analysis.
- Google Cloud Platform (GCP) for deployement and training.
- XGBoost and Neptune.AI for model training on tuning.
business impact
- Boost in traffic prediction accuracy, resulting in improved traffic management.
- By leveraging data-driven insights, our technology paves the way for smarter urban planning, contributing to the advancement of smart cities