The AI-Based Cloud Resource Auto-Scheduler is an intelligent system that automatically scales cloud resources up or down based on predicted demand. Using AI-driven algorithms, it analyzes historical data and real-time user activity to make precise predictions, ensuring optimal resource allocation and minimizing costs and idle time.