Mega menu is a next step of the js based dropdown. It's similar to a normal menu in terms of general behaviour, but enriched with more options, multiple links, complex navigation, form elements like login, search and much more.
Example
Why do I need it?
Because you can create much more interesting and complex navigation systems, grouping links, improve the UI, improve the user's workflow while filling forms, signing in etc.