diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9c91d8d627..398a66c4e0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -51,6 +51,7 @@
 - PR #3117: Fix two crashes in experimental RF backend
 - PR #3119: Fix memset args for benchmark 
 - PR #3130: Return Python string from `dump_as_json()` of RF
+- PR #3136: Fix stochastic gradient descent example
 
 # cuML 0.16.0 (Date TBD)