Student Performance Data Monitoring Dashboard Generator

Create an advanced bash pipeline that aggregates student performance data from multiple sources (student information systems, learning platforms, assessment databases), generates real-time monitoring dashboards, and triggers automated alerts for at-risk student interventions. Implement machine learning preprocessing, data normalization, and support for multiple data formats with secure, scalable architecture.