diff --git a/doc/source/notebooks/First_Algorithm.ipynb b/doc/source/notebooks/First_Algorithm.ipynb
index 2d95643c..3e87c20c 100644
--- a/doc/source/notebooks/First_Algorithm.ipynb
+++ b/doc/source/notebooks/First_Algorithm.ipynb
@@ -30,7 +30,7 @@
     "        \"\"\"Learn from the results of an action in a context.\"\"\"\"\n",
     "```\n",
     "\n",
-    "For example, below we define new learner that we will evaluate in this notebook."
+    "For example, below we define a new learner that we will evaluate in this notebook."
    ]
   },
   {