diff --git a/ChangeLog.md b/ChangeLog.md
index 6ffa2d61..2f65ae44 100644
--- a/ChangeLog.md
+++ b/ChangeLog.md
@@ -9,6 +9,7 @@ Starting with v1.31.6, this file will contain a record of major features and upd
 - Added KMS encryption support to NeptuneDB Notebook CloudFormation template ([Link to PR]https://github.com/aws/graph-notebook/pull/590)
 - Improved handling of mixed type Gremlin results ([Link to PR]https://github.com/aws/graph-notebook/pull/592)
 - Fixed formatting of query magic `--help` entries listing valid inputs ([Link to PR]https://github.com/aws/graph-notebook/pull/593)
+- Fixed endpoint creation bug in People-Analytics-using-Neptune-ML sample ([Link to PR](https://github.com/aws/graph-notebook/pull/595))
 
 ## Release 4.2.0 (April 4, 2024)
 
diff --git a/src/graph_notebook/notebooks/03-Neptune-ML/03-Sample-Applications/01-People-Analytics/People-Analytics-using-Neptune-ML.ipynb b/src/graph_notebook/notebooks/03-Neptune-ML/03-Sample-Applications/01-People-Analytics/People-Analytics-using-Neptune-ML.ipynb
index cd0294d2..9b9172f8 100644
--- a/src/graph_notebook/notebooks/03-Neptune-ML/03-Sample-Applications/01-People-Analytics/People-Analytics-using-Neptune-ML.ipynb
+++ b/src/graph_notebook/notebooks/03-Neptune-ML/03-Sample-Applications/01-People-Analytics/People-Analytics-using-Neptune-ML.ipynb
@@ -1165,8 +1165,8 @@
    "outputs": [],
    "source": [
     "endpoint_params_link=f\"\"\"\n",
-    "--job-id {training_job_name_link} \n",
-    "--model-job-id {training_job_name_link}\"\"\""
+    "--id {training_job_name_link} \n",
+    "--model-training-job-id {training_job_name_link}\"\"\""
    ]
   },
   {
@@ -1296,4 +1296,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
\ No newline at end of file
+}