As the leading financial institution, ProsperityBank is dedicated to fostering prosperity and financial well-being for all its customers. With a focus on innovation and customer-centric solutions, ProsperityBank continues to evolve to meet the diverse needs of its clientele. The company aims to automate the loan qualification process in real-time using information provided by customers in online application forms. Developing machine learning models is expected to enhance the prediction of loan approval. You have been tasked with developing machine learning algorithms based on the company's dataset