diff --git a/notebooks/kalman_CUDA_demo/run_kf_CUDA.ipynb b/notebooks/kalman_CUDA_demo/run_kf_CUDA.ipynb
index 575b0adc..741365d0 100644
--- a/notebooks/kalman_CUDA_demo/run_kf_CUDA.ipynb
+++ b/notebooks/kalman_CUDA_demo/run_kf_CUDA.ipynb
@@ -1163,13 +1163,11 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "8abc1a77-d7fe-44a8-aab9-fcb560466ec3",
+   "cell_type": "markdown",
+   "id": "8ae33816-740c-455b-82d2-4cacf29206c1",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "### Now we can plot the estimates of Gravitational Acceleration *(g)* as a function of Kalman Estimates :"
+    "### Now we can plot the values of Gravitational Acceleration *(g)* obtained as Kalman Estimates :"
    ]
   },
   {
@@ -1190,14 +1188,6 @@
     "x = range(len(g_pred))"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "fb5c47b4-aa1b-4c93-ab60-37b0bb686fed",
-   "metadata": {},
-   "source": [
-    "### Plotting the estimates of Gravitational Acceleration *(g)* as a function of Kalman Estimates :"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 31,