Quantum Machine Learning (QML) represents a paradigm shift at the intersection of quantum computing and artificial artificial intelligence, poised to redefine the capabilities of advanced AI systems. It leverages the unique principles of quantum mechanics—superposition, entanglement, and interference—to enhance, accelerate, or even revolutionize machine learning algorithms. While classical machine learning has achieved remarkable success in diverse fields, it faces inherent limitations when dealing with extremely
