diff --git a/docs/source/examples/Notebook/Working With Markdown Cells.ipynb b/docs/source/examples/Notebook/Working With Markdown Cells.ipynb
index 1e03b8319..b7ccc62e1 100644
--- a/docs/source/examples/Notebook/Working With Markdown Cells.ipynb	
+++ b/docs/source/examples/Notebook/Working With Markdown Cells.ipynb	
@@ -189,17 +189,13 @@
    "source": [
     "The Notebook webapp supports Github flavored markdown meaning that you can use triple backticks for code blocks:\n",
     "\n",
-    "    <pre>\n",
     "    ```python\n",
     "    print \"Hello World\"\n",
     "    ```\n",
-    "    </pre>\n",
     "\n",
-    "    <pre>\n",
     "    ```javascript\n",
     "    console.log(\"Hello World\")\n",
     "    ```\n",
-    "    </pre>\n",
     "\n",
     "Gives:\n",
     "\n",
@@ -213,16 +209,10 @@
     "\n",
     "And a table like this: \n",
     "\n",
-    "    <pre>\n",
-    "    ```\n",
-    "\n",
     "    | This | is   |\n",
     "    |------|------|\n",
     "    |   a  | table| \n",
     "\n",
-    "    ```\n",
-    "    </pre>\n",
-    "\n",
     "A nice HTML Table:\n",
     "\n",
     "| This | is   |\n",
@@ -278,7 +268,7 @@
     "\n",
     "    <img src=\"../images/python_logo.svg\" />\n",
     "\n",
-    "<img src=\"images/python_logo.svg\" />\n",
+    "<img src=\"../images/python_logo.svg\" />\n",
     "\n",
     "and a video with the HTML5 video tag:\n",
     "\n",
@@ -328,7 +318,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.5.2"
+   "version": "3.6.0"
   }
  },
  "nbformat": 4,