This document provides an introduction and overview of a project report that conducts a comparative analysis of loan preferences between customers of private and public banks in India. It discusses the objectives of studying customer satisfaction with services provided by banks and the importance of improving quality of services in the competitive banking environment. It also provides background on the different types of banks in India, including nationalized banks, private banks, State Bank of India, and ICICI Bank.