Yes! you can avail loan in such case if you have a work experienece of more than 3 years. However, your college might be listed with some other lender. In such case you will be eligible for loan even without work experience.
Unfortunately, education loan with collateral as agriculture land is not possible.
However, you can get an unsecured education loan but the bank will check your CIBIL score and check the reasons of low CIBIL score.