diff --git a/TensorFlow Deployment/Course 3 - TensorFlow Datasets/Week 1/Examples/tfds_horse-or-human.ipynb b/TensorFlow Deployment/Course 3 - TensorFlow Datasets/Week 1/Examples/tfds_horse-or-human.ipynb
index 90883385..dd8112e1 100644
--- a/TensorFlow Deployment/Course 3 - TensorFlow Datasets/Week 1/Examples/tfds_horse-or-human.ipynb	
+++ b/TensorFlow Deployment/Course 3 - TensorFlow Datasets/Week 1/Examples/tfds_horse-or-human.ipynb	
@@ -4,7 +4,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "# TFDS Hello World"
+        "# TFDS Horse or Human"
       ]
     },
     {
@@ -36,12 +36,12 @@
       "source": [
         "<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/lmoroney/dlaicourse/blob/master/TensorFlow%20Deployment/Course%203%20-%20TensorFlow%20Datasets/Week%201/Examples/tfds_hello_world.ipynb\">\n",
+        "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/lmoroney/dlaicourse/blob/master/TensorFlow%20Deployment/Course%203%20-%20TensorFlow%20Datasets/Week%201/Examples/tfds_horse-or-human.ipynb\">\n",
         "    <img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />\n",
         "    Run in Google Colab</a>\n",
         "  </td>\n",
         "  <td>\n",
-        "    <a target=\"_blank\" href=\"https://github.com/lmoroney/dlaicourse/blob/master/TensorFlow%20Deployment/Course%203%20-%20TensorFlow%20Datasets/Week%201/Examples/tfds_hello_world.ipynb\">\n",
+        "    <a target=\"_blank\" href=\"https://github.com/lmoroney/dlaicourse/blob/master/TensorFlow%20Deployment/Course%203%20-%20TensorFlow%20Datasets/Week%201/Examples/tfds_horse-or-human.ipynb">\n",
         "    <img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />\n",
         "    View source on GitHub</a>\n",
         "  </td>\n",