diff --git a/Workshop2.ipynb b/Workshop2.ipynb
index 44968fe..29a5057 100644
--- a/Workshop2.ipynb
+++ b/Workshop2.ipynb
@@ -3069,7 +3069,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "### Scikits-learn\n",
+      "### Scikit-learn\n",
       "\n",
       "Methods include:\n",
       "\n",
@@ -3855,4 +3855,4 @@
    "metadata": {}
   }
  ]
-}
\ No newline at end of file
+}