diff --git a/02_end_to_end_machine_learning_project.ipynb b/02_end_to_end_machine_learning_project.ipynb
index 0aafdf6..69714f2 100644
--- a/02_end_to_end_machine_learning_project.ipynb
+++ b/02_end_to_end_machine_learning_project.ipynb
@@ -95,7 +95,7 @@
    "source": [
     "import os\n",
     "import tarfile\n",
-    "import urllib\n",
+    "import urllib.request\n",
     "\n",
     "DOWNLOAD_ROOT = \"https://raw.githubusercontent.com/ageron/handson-ml2/master/\"\n",
     "HOUSING_PATH = os.path.join(\"datasets\", \"housing\")\n",