Difference between Data set and Data Frame in Spark 2

[Ashok Kumar]

Hi,
What are practical differences between the new Data set in Spark 2 and the 
existing DataFrame.
Has Dataset replaced Data Frame and what advantages it has if I use Data Frame 
instead of Data Frame.
Thanks