diff --git a/notebooks/Prompt_Engineering_for_ImageNet.ipynb b/notebooks/Prompt_Engineering_for_ImageNet.ipynb
index 91784a3..d0a7a55 100644
--- a/notebooks/Prompt_Engineering_for_ImageNet.ipynb
+++ b/notebooks/Prompt_Engineering_for_ImageNet.ipynb
@@ -516,6 +516,7 @@
       "source": [
         "# Preparation for Colab\n",
         "\n",
+        "<a href=\"https://kaggle.com/kernels/welcome?src=https://github.com/openai/CLIP/blob/main/notebooks/Prompt_Engineering_for_ImageNet.ipynb\"><img align=\"left\" alt=\"Kaggle\" title=\"Open in Kaggle\" src=\"https://kaggle.com/static/images/open-in-kaggle.svg\"></a>&nbsp;",
         "Make sure you're running a GPU runtime; if not, select \"GPU\" as the hardware accelerator in Runtime > Change Runtime Type in the menu. The next cells will print the CUDA version of the runtime if it has a GPU, and install PyTorch 1.7.1."
       ]
     },