Hello Riddhi Sarkar

Yes, You can go for marine engineering after completing your diploma. You have qualify certain exam to get an admission in that college. Not all colleges provides the marine engineering course in B.Tech check which colleges are offering the marine engineering course in the B.Tech. 

Hope this will be helpful

Good Luck.