diff --git a/how-to-use-azureml/track-and-monitor-experiments/using-mlflow/train-projects-local/train-projects-local.ipynb b/how-to-use-azureml/track-and-monitor-experiments/using-mlflow/train-projects-local/train-projects-local.ipynb
index 1358d78c9..77ddb7696 100644
--- a/how-to-use-azureml/track-and-monitor-experiments/using-mlflow/train-projects-local/train-projects-local.ipynb
+++ b/how-to-use-azureml/track-and-monitor-experiments/using-mlflow/train-projects-local/train-projects-local.ipynb
@@ -255,7 +255,7 @@
         "\n",
         " * [Train a model using remote compute on Azure Cloud](../train-on-remote/train-on-remote.ipynb)\n",
         " * [Deploy the model as a web service](../deploy-model/deploy-model.ipynb)\n",
-        " * [Train a model using Pytorch and MLflow](../../ml-frameworks/using-mlflow/train-and-deploy-pytorch)\n",
+        " * [Train a model using PyTorch and MLflow](../../ml-frameworks/using-mlflow/train-and-deploy-pytorch)\n",
         "\n"
       ]
     }
@@ -301,4 +301,4 @@
   },
   "nbformat": 4,
   "nbformat_minor": 2
-}
\ No newline at end of file
+}