diff --git a/README.md b/README.md
index ce2e5ac11..8744452b3 100644
--- a/README.md
+++ b/README.md
@@ -20,7 +20,7 @@ The same code runs on major distributed environment(Hadoop, SGE, MPI) and can so
 
 What's New
 ----------
-* [Distributed XGBoost on AWS with YARN](https://xgboost.readthedocs.org/en/latest/tutorial/aws_yarn.html)
+* [Tutorial: Distributed XGBoost on AWS with YARN](https://xgboost.readthedocs.org/en/latest/tutorial/aws_yarn.html)
 * [XGBoost brick](NEWS.md) Release