diff --git a/docs/examples/tpu_embedding_layer.ipynb b/docs/examples/tpu_embedding_layer.ipynb
index c0058ed..b9aa58c 100644
--- a/docs/examples/tpu_embedding_layer.ipynb
+++ b/docs/examples/tpu_embedding_layer.ipynb
@@ -57,7 +57,7 @@
         "    \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/recommenders/blob/main/docs/examples/tpu_embedding_layer.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView source on GitHub\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "      \u003ctd\u003e\n",
-        "    \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/recommenders/blob/main/docs/examples/tpu_embedding_layer.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n",
+        "    \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/recommenders/docs/examples/tpu_embedding_layer.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n",
         "  \u003c/td\u003e\n",
         "\u003c/table\u003e"
       ]