
Quantum Machine Learning (QML) represents a significant intersection of two transformative fields: quantum computing and machine learning. The convergence promises to redefine computational capabilities, particularly in terms of handling and processing vast amounts of data, an area where classical computers face limitations. By leveraging the principles of quantum mechanics, QML seeks to accelerate the performance of machine learning algorithms, enabling