diff --git a/notebooks/Classification_Zero-Shot-Learning.ipynb b/notebooks/Classification_Zero-Shot-Learning.ipynb
index 21653785d3cb786ab45b4bb8b3031f445b07277d..673bab2bdcbf525f967104dfa5e5f466e6db39ac 100644
--- a/notebooks/Classification_Zero-Shot-Learning.ipynb
+++ b/notebooks/Classification_Zero-Shot-Learning.ipynb
@@ -55,31 +55,11 @@
         "if ram_gb < 20:\n",
         "  print('Not using a high-RAM runtime')\n",
         "else:\n",
-        "  print('You are using a high-RAM runtime!')"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "h5MwRwL53aYY",
-        "outputId": "20a93907-e5df-47b1-9172-d1693ef76dc5"
-      },
-      "outputs": [],
-      "source": [
+        "  print('You are using a high-RAM runtime!')\n",
+        "\n",
         "from google.colab import drive\n",
-        "drive.mount('/content/drive')"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {},
-      "outputs": [],
-      "source": [
+        "drive.mount('/content/drive')\n",
+        "\n",
         "output_path = \"drive/MyDrive/Classification-EDdA/\""
       ]
     },
@@ -95,7 +75,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 1,
       "metadata": {
         "id": "bcptSr6o3ac7"
       },