Develop a traffic analytics system that processes real-time transportation data to predict congestion patterns. The platform will help urban planners optimize traffic flow and reduce travel time using time-series forecasting and visualization tools.
Collect traffic sensor datasets.
Clean and preprocess time-series data.
Perform trend and seasonality analysis.
Implement ARIMA or LSTM models.
Visualize traffic heatmaps.
Predict congestion levels.
Optimize model accuracy.
Create real-time dashboards.
Conduct performance evaluation.
Provide planning recommendations.
