diff --git a/docs/usage/example.rst b/docs/usage/example.rst
index c3b14c01..5a5149c4 100644
--- a/docs/usage/example.rst
+++ b/docs/usage/example.rst
@@ -7,24 +7,24 @@ This is a quick guide for creating and running a simple pipeline to analysis an
 
 #. Install RAPIDS. See :ref:`Installation Section <install-page>`.
 
-#. Configure your database credentials (see example below or step 1 of :ref:`Usage Section <db-configuration>` for more information).
+#. Configure your database credentials (see the example below or step 1 of :ref:`Usage Section <db-configuration>` for more information).
 
-    #. Create an ``.env`` file at the root of RAPIDS folder 
-    #. Your MySQL user must have write permissions because we will restore our example database
-    #. Name your credentials group ``MY_GROUP``. 
-    #. If you are trying to connect to a local MySQL server from our docker container set your host according to this link_.
-    #. You can name your database anyway you want, for example ``rapids_example``
+    - Create an ``.env`` file at the root of RAPIDS folder 
+    - Your MySQL user must have write permissions because we will restore our example database
+    - Name your credentials group ``MY_GROUP``. 
+    - If you are trying to connect to a local MySQL server from our docker container set your host according to this link_.
+    - You can name your database any way you want, for example ``rapids_example``
     
     .. code-block::
-    
-    [MY_GROUP]
-    user=rapids
-    password=rapids
-    host=127.0.0.1 # or use host.docker.internal from our docker container
-    port=3306
-    database=rapids_example
 
-#. Make sure your Conda (python) environment is active (the environment is already active in our docker container). See step 6 of :ref:`install-page`.
+        [MY_GROUP]
+        user=rapids
+        password=rapids
+        host=127.0.0.1 # or use host.docker.internal from our docker container
+        port=3306
+        database=rapids_example
+
+#. Make sure your conda environment is active (the environment is already active in our docker container). See step 6 of :ref:`install-page`.
 
 #. Run the following command to restore database from ``rapids_example.sql`` file::