diff --git a/swarm/provision-with-machine.md b/swarm/provision-with-machine.md
index 085479069b..5b7cd5c011 100644
--- a/swarm/provision-with-machine.md
+++ b/swarm/provision-with-machine.md
@@ -55,7 +55,7 @@ host called `local`, do the following:
 docker-machine create -d virtualbox local
 ```
 
-This examples uses VirtualBox but it could easily be DigitalOcean or a host on
+This example uses VirtualBox but it could easily be DigitalOcean or a host on
 your data center. The `local` value is the host name. Once you create it,
 configure your terminal's shell environment to interact with the `local` host.
 
@@ -120,7 +120,7 @@ docker-machine create \
 For example, you might use `node-01` as the `HOST_NODE_NAME` in the previous
 example.
 
->**Note**: These command rely on Docker Swarm's hosted discovery service, Docker
+>**Note**: These commands rely on Docker Swarm's hosted discovery service, Docker
 Hub. If Docker Hub or your network is having issues, these commands may fail.
 Check the [Docker Hub status page](http://status.docker.com/) for service
 availability. If the problem is Docker Hub, you can wait for it to recover or