diff --git a/doc/training-guides/module002-ch003-neutron-use-cases.xml b/doc/training-guides/module002-ch003-neutron-use-cases.xml
index 9dcde18888..250c5b7888 100644
--- a/doc/training-guides/module002-ch003-neutron-use-cases.xml
+++ b/doc/training-guides/module002-ch003-neutron-use-cases.xml
@@ -16,7 +16,7 @@
             This essentially maps to the FlatManager and
             FlatDHCPManager models provided by OpenStack Compute.
             Floating IPs are not supported.</para>
-        <para>It is common that such an OpenStack Networking network
+        <para>It is common that an OpenStack Networking network
             is a "provider network", meaning it was created by the
             OpenStack administrator to map directly to an existing
             physical network in the data center. This allows the