What is the difference Event Calendar and Task Calendar, Can we merge them into one single Calendar?

I am a bit confused on the Event Calendar and Task Calendar, what is the difference?
Can We have a Calendar which combines both of them and show the public holiday (holiday list) as well in (grey color)