A learning experience filled with real world industry-oriented projects to help you understand the subject better by the method implementation.
Project 1: Loan Prediction
A major government bank has approached your company to analyze from their customer loan data set. Since the last 4 months, a lot of customers who are not able to repay their loan amount has increased. You have been assigned a task of analyzing from the data set and giving insights about which customer should be given the loan approval and which shouldn’t be.
Project 2: Identify the most optimal ratio/aspects to allocate funds/spending
Develop an ML algorithm to identify the most optimal ratio/ aspects to allocate funds/ spending proportionately by organizations in different areas of expenses like R&D, Marketing, Employee Cost, HR & Admin Cost, Infrastructure Cost etc. Identifying the optimal ratio of the amount of allocation of funds to various segments is utmost important. This would also help the Management team with below aspects, to increase the revenue and profitability, to better design marketing strategies, to allocate the internal resources better.