Dynamic Student Performance Dashboard with Predictive Analytics

Create an advanced Excel dashboard that integrates student performance data across multiple academic years, using Power Query to merge datasets from different school information systems. Implement conditional formatting to highlight at-risk students, and develop a predictive model using regression analysis to forecast potential academic outcomes. The dashboard should dynamically update with new data, include interactive slicers for filtering by grade, subject, and demographic groups, and provide a visual risk assessment matrix.