Can I get an education loan for an IIM MBA?

Yes. Banks and financial institutions offer loans at concessional rates for IIM programmes. The institute typically facilitates the process but is not party to the loan, as IIM Calcutta states explicitly in its own documentation. Apply directly to the bank, and base the loan amount on the all-in cost rather than the headline fee.