Bandicoots are mammals, specifically, marsupials, which means they are pouched mammals.
The bandicoot is a marsupial.
They are mammals, but it is preferred to classify them further as marsupials since they have pouches like the kangaroo.
A crocodile is a reptile, not a mammal.
They mean the same thing it is just that mammals is the plural form of mammal.