diff --git a/docs/notebook_template.ipynb b/docs/notebook_template.ipynb
index f232a9e1..ec275acc 100644
--- a/docs/notebook_template.ipynb
+++ b/docs/notebook_template.ipynb
@@ -232,7 +232,7 @@
     "- **Websites**: Author(s) (if available), \"Title of the Webpage,\" Website Name, URL, Accessed: Date.\n",
     "  - Example: John Doe, \"Introduction to Python,\" Python.org, https://www.python.org/about/gettingstarted/, Accessed: October 15, 2023.\n",
     "- **Datasets**: Dataset Title, Provider, URL (if available), Accessed: Date.\n",
-    "  - Example: \"UCI Machine Learning Repository: Iris Data Set,\" UCI Machine Learning Repository, https://archive.ics.uci.edu/ml/datasets/iris, Accessed: October 15, 2023.\n",
+    "  - Example: \"Fashion-MNIST,\" Zalando Research, https://github.com/zalandoresearch/fashion-mnist, Accessed: December 9, 2025.\n",
     "\n",
     "\n",
     "By following these guidelines, you will help ensure that the notebooks are clear, informative, and easy to understand for all users.\n",