diff --git a/ChangeLog.md b/ChangeLog.md
index 959a9085..8ff54091 100644
--- a/ChangeLog.md
+++ b/ChangeLog.md
@@ -9,6 +9,7 @@ Starting with v1.31.6, this file will contain a record of major features and upd
 - Modified the `%reset --snapshot` option to use the CreateGraphSnapshot API ([Link to PR](https://github.com/aws/graph-notebook/pull/654))
 - Upgraded `setuptools` dependency to 70.x ([Link to PR](https://github.com/aws/graph-notebook/pull/649))
 - Experimental support for Python 3.11 ([PR #1](https://github.com/aws/graph-notebook/pull/645)) ([PR #2](https://github.com/aws/graph-notebook/pull/656))
+- Updated sample SageMaker Lifecycle scripts ([Link to PR](https://github.com/aws/graph-notebook/pull/657))
 
 ## Release 4.5.0 (July 15, 2024)
 
diff --git a/additional-databases/sagemaker/sagemaker-notebook-lifecycle/install-graph-notebook-lc-cn.sh b/additional-databases/sagemaker/sagemaker-notebook-lifecycle/install-graph-notebook-lc-cn.sh
index 121fac14..d7442cce 100644
--- a/additional-databases/sagemaker/sagemaker-notebook-lifecycle/install-graph-notebook-lc-cn.sh
+++ b/additional-databases/sagemaker/sagemaker-notebook-lifecycle/install-graph-notebook-lc-cn.sh
@@ -3,28 +3,18 @@
 sudo -u ec2-user -i <<'EOF'
 
 echo "export GRAPH_NOTEBOOK_AUTH_MODE=DEFAULT" >> ~/.bashrc  # set to IAM instead of DEFAULT if cluster is IAM enabled
-echo "export GRAPH_NOTEBOOK_SERVICE=neptune-db" >> ~/.bashrc
+echo "export GRAPH_NOTEBOOK_SERVICE=neptune-db" >> ~/.bashrc # set to neptune-graph for Neptune Analytics host
 echo "export GRAPH_NOTEBOOK_HOST=CHANGE-ME" >> ~/.bashrc
 echo "export GRAPH_NOTEBOOK_PORT=8182" >> ~/.bashrc
 echo "export NEPTUNE_LOAD_FROM_S3_ROLE_ARN=" >> ~/.bashrc
 echo "export AWS_REGION=cn-northwest-1" >> ~/.bashrc  # modify region if needed
 
-VERSION=""
-for i in "$@"
-do
-case $i in
-    -v=*|--version=*)
-    VERSION="${i#*=}"
-    echo "set notebook version to ${VERSION}"
-    shift
-    ;;
-esac
-done
+NOTEBOOK_VERSION=""
 
 source activate JupyterSystemEnv
 
 echo "installing Python 3 kernel"
-python3 -m ipykernel install --sys-prefix --name python3 --display-name "Python 3"
+python3 -m ipykernel install --sys-prefix --name python3 --display-name "Neptune_Python3"
 
 echo "installing python dependencies..."
 pip uninstall NeptuneGraphNotebook -y # legacy uninstall when we used to install from source in s3
@@ -40,10 +30,10 @@ pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --trusted-host pypi.tuna
 pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --trusted-host pypi.tuna.tsinghua.edu.cn "itables<=1.4.2"
 pip install -i https://pypi.tuna.tsinghua.edu.cn/simple --trusted-host pypi.tuna.tsinghua.edu.cn "awswrangler"
 
-if [[ ${VERSION} == "" ]]; then
+if [[ ${NOTEBOOK_VERSION} == "" ]]; then
   pip install --upgrade -i https://pypi.tuna.tsinghua.edu.cn/simple --trusted-host pypi.tuna.tsinghua.edu.cn graph-notebook
 else
-  pip install --upgrade -i https://pypi.tuna.tsinghua.edu.cn/simple --trusted-host pypi.tuna.tsinghua.edu.cn graph-notebook==${VERSION}
+  pip install --upgrade -i https://pypi.tuna.tsinghua.edu.cn/simple --trusted-host pypi.tuna.tsinghua.edu.cn graph-notebook==${NOTEBOOK_VERSION}
 fi
 
 echo "installing nbextensions..."
@@ -53,7 +43,7 @@ echo "installing static resources..."
 python -m graph_notebook.static_resources.install
 
 echo "enabling visualization..."
-if [[ ${VERSION//./} < 330 ]] && [[ ${VERSION} != "" ]]; then
+if [[ ${NOTEBOOK_VERSION//./} < 330 ]] && [[ ${NOTEBOOK_VERSION} != "" ]]; then
   jupyter nbextension install --py --sys-prefix graph_notebook.widgets
 fi
 jupyter nbextension enable  --py --sys-prefix graph_notebook.widgets
@@ -93,7 +83,7 @@ AWS_REGION:                 ${AWS_REGION}"
   --aws_region "${AWS_REGION}"
 
 echo "Adding graph_notebook.magics to ipython config..."
-if [[ ${VERSION//./} > 341 ]] || [[ ${VERSION} == "" ]]; then
+if [[ ${NOTEBOOK_VERSION//./} > 341 ]] || [[ ${NOTEBOOK_VERSION} == "" ]]; then
   /home/ec2-user/anaconda3/envs/JupyterSystemEnv/bin/python -m graph_notebook.ipython_profile.configure_ipython_profile
 else
   echo "Skipping, unsupported on graph-notebook<=3.4.1"
diff --git a/additional-databases/sagemaker/sagemaker-notebook-lifecycle/install-graph-notebook-lc.sh b/additional-databases/sagemaker/sagemaker-notebook-lifecycle/install-graph-notebook-lc.sh
index 3cf9a216..8aa4184e 100644
--- a/additional-databases/sagemaker/sagemaker-notebook-lifecycle/install-graph-notebook-lc.sh
+++ b/additional-databases/sagemaker/sagemaker-notebook-lifecycle/install-graph-notebook-lc.sh
@@ -9,22 +9,12 @@ echo "export GRAPH_NOTEBOOK_PORT=8182" >> ~/.bashrc
 echo "export NEPTUNE_LOAD_FROM_S3_ROLE_ARN=" >> ~/.bashrc
 echo "export AWS_REGION=us-west-2" >> ~/.bashrc  # modify region if needed
 
-VERSION=""
-for i in "$@"
-do
-case $i in
-    -v=*|--version=*)
-    VERSION="${i#*=}"
-    echo "set notebook version to ${VERSION}"
-    shift
-    ;;
-esac
-done
+NOTEBOOK_VERSION=""
 
 source activate JupyterSystemEnv
 
 echo "installing Python 3 kernel"
-python3 -m ipykernel install --sys-prefix --name python3 --display-name "Python 3"
+python3 -m ipykernel install --sys-prefix --name python3 --display-name "Neptune_Python3"
 
 echo "installing python dependencies..."
 pip uninstall NeptuneGraphNotebook -y # legacy uninstall when we used to install from source in s3
@@ -40,10 +30,10 @@ pip install "nbclient<=0.7.0"
 pip install "itables<=1.4.2"
 pip install awswrangler
 
-if [[ ${VERSION} == "" ]]; then
+if [[ ${NOTEBOOK_VERSION} == "" ]]; then
   pip install --upgrade graph-notebook
 else
-   pip install --upgrade graph-notebook==${VERSION}
+   pip install --upgrade graph-notebook==${NOTEBOOK_VERSION}
 fi
 
 echo "installing nbextensions..."
@@ -53,7 +43,7 @@ echo "installing static resources..."
 python -m graph_notebook.static_resources.install
 
 echo "enabling visualization..."
-if [[ ${VERSION//./} < 330 ]] && [[ ${VERSION} != "" ]]; then
+if [[ ${NOTEBOOK_VERSION//./} < 330 ]] && [[ ${NOTEBOOK_VERSION} != "" ]]; then
   jupyter nbextension install --py --sys-prefix graph_notebook.widgets
 fi
 jupyter nbextension enable  --py --sys-prefix graph_notebook.widgets
@@ -93,7 +83,7 @@ AWS_REGION:                 ${AWS_REGION}"
   --aws_region "${AWS_REGION}"
 
 echo "Adding graph_notebook.magics to ipython config..."
-if [[ ${VERSION//./} > 341 ]] || [[ ${VERSION} == "" ]]; then
+if [[ ${NOTEBOOK_VERSION//./} > 341 ]] || [[ ${NOTEBOOK_VERSION} == "" ]]; then
   /home/ec2-user/anaconda3/envs/JupyterSystemEnv/bin/python -m graph_notebook.ipython_profile.configure_ipython_profile
 else
   echo "Skipping, unsupported on graph-notebook<=3.4.1"