diff --git a/jupyter-notebook/run.sh b/jupyter-notebook/run.sh
index 4f8c4a2..0c7a9b8 100755
--- a/jupyter-notebook/run.sh
+++ b/jupyter-notebook/run.sh
@@ -7,14 +7,14 @@ printf "$${BOLD}Installing jupyter-notebook!\n"
 # check if jupyter-notebook is installed
 if ! command -v jupyter-notebook > /dev/null 2>&1; then
   # install jupyter-notebook
-  # check if python3 pip is installed
-  if ! command -v pip3 > /dev/null 2>&1; then
-    echo "pip3 is not installed"
-    echo "Please install pip3 in your Dockerfile/VM image before running this script"
+  # check if pipx is installed
+  if ! command -v pipx > /dev/null 2>&1; then
+    echo "pipx is not installed"
+    echo "Please install pipx in your Dockerfile/VM image before using this module"
     exit 1
   fi
-  # install jupyter-notebook
-  pip3 install --upgrade --no-cache-dir --no-warn-script-location jupyter
+  # install jupyter notebook
+  pipx install -q notebook
   echo "🥳 jupyter-notebook has been installed\n\n"
 else
   echo "🥳 jupyter-notebook is already installed\n\n"
@@ -22,4 +22,4 @@ fi
 
 echo "👷 Starting jupyter-notebook in background..."
 echo "check logs at ${LOG_PATH}"
-$HOME/.local/bin/jupyter notebook --NotebookApp.ip='0.0.0.0' --ServerApp.port=${PORT} --no-browser --ServerApp.token='' --ServerApp.password='' > ${LOG_PATH} 2>&1 &
+$HOME/.local/bin/jupyter-notebook --NotebookApp.ip='0.0.0.0' --ServerApp.port=${PORT} --no-browser --ServerApp.token='' --ServerApp.password='' > ${LOG_PATH} 2>&1 &
diff --git a/jupyterlab/run.sh b/jupyterlab/run.sh
index b040cec..0245b06 100755
--- a/jupyterlab/run.sh
+++ b/jupyterlab/run.sh
@@ -7,14 +7,14 @@ printf "$${BOLD}Installing jupyterlab!\n"
 # check if jupyterlab is installed
 if ! command -v jupyterlab > /dev/null 2>&1; then
   # install jupyterlab
-  # check if python3 pip is installed
-  if ! command -v pip3 > /dev/null 2>&1; then
-    echo "pip3 is not installed"
-    echo "Please install pip3 in your Dockerfile/VM image before running this script"
+  # check if pipx is installed
+  if ! command -v pipx > /dev/null 2>&1; then
+    echo "pipx is not installed"
+    echo "Please install pipx in your Dockerfile/VM image before running this script"
     exit 1
   fi
   # install jupyterlab
-  pip3 install --upgrade --no-cache-dir --no-warn-script-location jupyterlab
+  pipx install -q jupyterlab
   echo "🥳 jupyterlab has been installed\n\n"
 else
   echo "🥳 jupyterlab is already installed\n\n"
@@ -22,4 +22,4 @@ fi
 
 echo "👷 Starting jupyterlab in background..."
 echo "check logs at ${LOG_PATH}"
-$HOME/.local/bin/jupyter lab --ServerApp.ip='0.0.0.0' --ServerApp.port=${PORT} --no-browser --ServerApp.token='' --ServerApp.password='' > ${LOG_PATH} 2>&1 &
+$HOME/.local/bin/jupyter-lab --ServerApp.ip='0.0.0.0' --ServerApp.port=${PORT} --no-browser --ServerApp.token='' --ServerApp.password='' > ${LOG_PATH} 2>&1 &