diff --git a/sagemaker_batch_transform/tensorflow_open-images_tfrecord/tensorflow-serving-tfrecord.cli.ipynb b/sagemaker_batch_transform/tensorflow_open-images_tfrecord/tensorflow-serving-tfrecord.cli.ipynb
index 48f7427362..678a38c58c 100644
--- a/sagemaker_batch_transform/tensorflow_open-images_tfrecord/tensorflow-serving-tfrecord.cli.ipynb
+++ b/sagemaker_batch_transform/tensorflow_open-images_tfrecord/tensorflow-serving-tfrecord.cli.ipynb
@@ -270,7 +270,7 @@
     "SPLIT_TYPE=\"TFRecord\"\n",
     "BATCH_STRATEGY=\"SingleRecord\"\n",
     "\n",
-    "# Join outputs by newline characters. This will make JSONLines output, since each output is JSON.\n",
+    "# Join outputs by newline characters. This will make JSON Lines output, since each output is JSON.\n",
     "ASSEMBLE_WITH=\"Line\"\n",
     "\n",
     "# The Data Source tells Batch to get all objects under the S3 prefix.\n",