diff --git a/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_deploy_model.ipynb b/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_deploy_model.ipynb
index d00cb919..e01dcbd9 100644
--- a/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_deploy_model.ipynb
+++ b/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_deploy_model.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# Model deployment\n",
     "\n",
-    "In this notebook, we will deploy the binary classification model created in the [previous notebook](train_model.ipynb) to a real-time AWS SageMaker endpoint. We will then use the model to make predictions on a test dataset. Please refer to the SageMaker Extension <a href=\"https://github.com/exasol/sagemaker-extension/blob/main/doc/user_guide/user_guide.md#prediction-on-aws-sagemaker-endpoint\" target=\"_blank\" rel=\"noopener\">User Guide</a> for a detailed description of this process.\n",
+    "In this notebook, we will deploy the binary classification model created in the [previous notebook](sme_train_model.ipynb) to a real-time AWS SageMaker endpoint. We will then use the model to make predictions on a test dataset. Please refer to the SageMaker Extension <a href=\"https://github.com/exasol/sagemaker-extension/blob/main/doc/user_guide/user_guide.md#prediction-on-aws-sagemaker-endpoint\" target=\"_blank\" rel=\"noopener\">User Guide</a> for a detailed description of this process.\n",
     "\n",
     "<b>Important! Please make sure you perform the last step - deletion of the endpoint. Leaving the endpoint in the cloud will incur continuous charges by AWS.</b>\n",
     "\n",
diff --git a/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_introduction.ipynb b/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_introduction.ipynb
index 6c566406..09006eeb 100644
--- a/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_introduction.ipynb
+++ b/exasol/ds/sandbox/runtime/ansible/roles/jupyter/files/notebook/sagemaker/sme_introduction.ipynb
@@ -38,7 +38,7 @@
    "metadata": {},
    "source": [
     "The extension requires a number of initialization steps.\n",
-    "Please proceed to the [extension initialization](sme_int.ipynb) notebook."
+    "Please proceed to the [extension initialization](sme_init.ipynb) notebook."
    ]
   },
   {