TensorFlow Quantum (TFQ) is a specialized library within the TensorFlow ecosystem designed to facilitate the development and training of quantum machine learning models. It integrates seamlessly with TensorFlow Keras, enabling researchers and practitioners to leverage the powerful capabilities of both classical and quantum computing paradigms. This integration is particularly valuable for exploring hybrid quantum-classical neural