diff --git a/19_training_and_deploying_at_scale.ipynb b/19_training_and_deploying_at_scale.ipynb
index 4205a23..fbdb282 100644
--- a/19_training_and_deploying_at_scale.ipynb
+++ b/19_training_and_deploying_at_scale.ipynb
@@ -2113,7 +2113,6 @@
    "source": [
     "%%writefile my_mnist_multiworker_task.py\n",
     "\n",
-    "from pathlib import Path\n",
     "import tempfile\n",
     "import tensorflow as tf\n",
     "\n",
@@ -2455,8 +2454,7 @@
     "import keras_tuner as kt\n",
     "import tensorflow as tf\n",
     "\n",
-    "gcs_path = \"gs://my_bucket/my_hp_search\"\n",
-    "gcs_path = gcs_path.replace(\"gs://\", \"/gcs/\")  # uses GCS Fuse\n",
+    "gcs_path = \"/gcs/my_bucket/my_hp_search\"  # replace with your bucket's name\n",
     "\n",
     "def build_model(hp):\n",
     "    n_hidden = hp.Int(\"n_hidden\", min_value=0, max_value=8, default=2)\n",