diff --git a/19_training_and_deploying_at_scale.ipynb b/19_training_and_deploying_at_scale.ipynb
index fbdb282..9697970 100644
--- a/19_training_and_deploying_at_scale.ipynb
+++ b/19_training_and_deploying_at_scale.ipynb
@@ -2519,7 +2519,7 @@
     "    script = f.read()\n",
     "\n",
     "with open(\"my_keras_tuner_search.py\", \"w\") as f:\n",
-    "    f.write(script.replace(\"gs://my_bucket/\", f\"gs://{bucket_name}/\"))"
+    "    f.write(script.replace(\"/gcs/my_bucket/\", f\"/gcs/{bucket_name}/\"))"
    ]
   },
   {