Analysis of Financial Management and Decision-Making in Institution of Higher Learning Based on Deep Learning Algorithm

This study creates a model of financial management and decision-making in higher education institutions implements early warning based on the DL algorithm data-driven thinking. In addition to analyzing causes risks creating an system for risks, this provides prevention strategies education. Concurrently, high-precision early-warning shared is established using index data that were obtained by screening imported into MATLAB training network. The main modules are designed simultaneously timing diagram flowchart model, which analysis modeling process. model’s objective boost effectiveness scientific judgment institutions. Finally, it used experimental result research, providing project budget execution progress. Compared traditional accuracy 12.03 percent, results demonstrate prediction can reach 95.78%. institution subjects study’s application algorithm. Positive obtained, serve as starting point future research field.