Using Quantum Machine Learning to enhance Classification and Regression Machine Learning Models

In this era of big data and machine learning, a huge quantity of data in the magnitude of trillions is processed every day, to make inferences. It is incumbent upon us to process this large aggregate of data for making precise and logical decisions. In order to process such a huge amount of data, large industry- grade components are required, which are very expensive and inaccessible to the masses. Thus, we are looking into the realm of Quantum Computers for better optimization of machine learning models. In this paper, we discuss how, classification and regression machine learning models can be optimized and made efficient by using quantum machine layer.