Can I join 3rd year mechanical Diploma after completing this course of 2 years in Kolkata?

Lateral entry in diploma is only possible in second year, not in the third year and is completely dependent on college and university norms, some university allow it and some won't plus you need to have good scores in first year to apply for the same. For further details contact the college authorit