diff --git a/ml-book/Regression-Models/linear-regression-from-scratch.ipynb b/ml-book/Regression-Models/linear-regression-from-scratch.ipynb
index e4095fa..609c9d0 100644
--- a/ml-book/Regression-Models/linear-regression-from-scratch.ipynb
+++ b/ml-book/Regression-Models/linear-regression-from-scratch.ipynb
@@ -1395,7 +1395,7 @@
     "\n",
     "# Set the title and labels for the chart\n",
     "plt.title('Linear Regression')\n",
-    "plt.xlabel('X')\n",
+    "plt.xlabel('X_value')\n",
     "plt.ylabel('y')\n",
     "\n",
     "# Add a legend\n",