diff --git a/experimentation/Diabetes Ridge Regression Scoring.ipynb b/experimentation/Diabetes Ridge Regression Scoring.ipynb
index 384ae246..848cbc96 100644
--- a/experimentation/Diabetes Ridge Regression Scoring.ipynb	
+++ b/experimentation/Diabetes Ridge Regression Scoring.ipynb	
@@ -1,3 +1,19 @@
+  {
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Score Data with a Ridge Regression Model Trained on the Diabetes Dataset"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This notebook loads the model trained in the Diabetes Ridge Regression Training notebook, prepares the data, and scores the data."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 1,