Yes, depending upon the eligibility criteria and policy of the bank.
Loans are generally disbursed between 70%-80% of the cost of the flat. The balance money is to be funded by the flat purchaser from his own contribution. The percentage of loan would vary from bank to bank.
Any Indian citizen, including Non Resident Indians, with a steady source of income can borrow funds for financing the cost of a flat from housing finance companies and banks.