diff --git a/03-HowTos/Create_JupyterKernel_general.ipynb b/03-HowTos/Create_JupyterKernel_general.ipynb
index b714b34d624ccc1a507c609cddec8e0ac79b000c..37a11c73eb71f2906400fb2ab23d8cbc9549cb3f 100644
--- a/03-HowTos/Create_JupyterKernel_general.ipynb
+++ b/03-HowTos/Create_JupyterKernel_general.ipynb
@@ -160,10 +160,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "module -q purge\n",
-    "module -q load Stages/2023 # any stage can be used\n",
-    "module -q load GCC\n",
-    "module -q load Python      # only Python is required"
+    "module purge\n",
+    "module load Stages/2024 # any stage can be used\n",
+    "module load GCC\n",
+    "module load Python      # only Python is mandatory"
    ]
   },
   {
@@ -229,7 +229,9 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [],
    "source": [
     "which pip\n",
@@ -292,13 +294,13 @@
     "\n",
     "# Load basic Python module\n",
     "module purge\n",
-    "module load Stages/2023\n",
+    "module load Stages/2024\n",
     "module load GCC\n",
     "module load Python\n",
     "\n",
     "# Load extra modules you need for your kernel (as you did in step 1.2)\n",
     "#module load <module you need>\n",
-    "    \n",
+    "\n",
     "# Activate your Python virtual environment\n",
     "source ${VIRTUAL_ENV}/bin/activate\n",
     "    \n",