diff --git a/tutorials/Classification_Privacy.ipynb b/tutorials/Classification_Privacy.ipynb
index 1c0672c..40dd323 100644
--- a/tutorials/Classification_Privacy.ipynb
+++ b/tutorials/Classification_Privacy.ipynb
@@ -111,6 +111,16 @@
         "## Setup"
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "colab_type": "text",
+        "id": "CKuHPYQCsV-x"
+      },
+      "source": [
+        "First, set this notebook's runtime to use a GPU, under Runtime \u003e Change runtime type \u003e Hardware accelerator. Then, begin importing the necessary libraries."
+      ]
+    },
     {
       "cell_type": "code",
       "execution_count": 0,