diff --git a/docs/tensorboard_projector_plugin.ipynb b/docs/tensorboard_projector_plugin.ipynb
index 7b4c467e889..003bcf541a9 100644
--- a/docs/tensorboard_projector_plugin.ipynb
+++ b/docs/tensorboard_projector_plugin.ipynb
@@ -45,13 +45,13 @@
         "\n",
         "<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://www.tensorflow.org/tensorboard/image_summaries\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
+        "    <a target=\"_blank\" href=\"https://www.tensorflow.org/tensorboard/tensorboard_projector_plugin\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
         "  </td>\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/tensorboard/blob/master/docs/image_summaries.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
+        "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/tensorboard/blob/master/docs/tensorboard_projector_plugin.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
         "  </td>\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://github.com/tensorflow/tensorboard/blob/master/docs/image_summaries.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
+        "    <a target=\"_blank\" href=\"https://github.com/tensorflow/tensorboard/blob/master/docs/tensorboard_projector_plugin.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
         "  </td>\n",
         "</table>"
       ]