The major addition to this release is Structured Streaming. It has been marked as production ready and its experimental tag has been removed.
Some of the high-level changes and improvements :
Production ready Structured Streaming
Expanding SQL functionalities
New distributed machine learning algorithms in R
Additional Algorithms in MLlib and GraphX
Read on for more details.