Conversation means a continous talk between two people.
An example for conversation is,
Mother:-where have you been Rohan
Rohan:-I was playing Mom
Mother:-Okay.Now coma and have your food.
This is a small conversation between a mother and a son.Similarly conversations can last for long times and maybe very long sometimes.