Student Performance Predictive Analytics Dashboard

Develop an advanced Excel dashboard using predictive regression models to forecast individual student academic performance across multiple subjects. Incorporate machine learning-style trend analysis using Excel's built-in statistical functions, with conditional formatting to highlight at-risk students. The model should dynamically update based on historical grade data, standardized test scores, and attendance records, providing color-coded risk probabilities for intervention strategies.