diff --git a/Spring_2024/Lecture_Notebooks/15_Model_Inference.ipynb b/Spring_2024/Lecture_Notebooks/15_Model_Inference.ipynb
index 285ceb9..26715df 100755
--- a/Spring_2024/Lecture_Notebooks/15_Model_Inference.ipynb
+++ b/Spring_2024/Lecture_Notebooks/15_Model_Inference.ipynb
@@ -1116,13 +1116,6 @@
    "source": [
     "preds_df"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {