diff --git a/README.md b/README.md
index b566d41..0f07795 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@ To build this plugin:
    mvn clean package
 ```
 
-The build will create a .jar and .json file under the ``target`` directory.
+The build will create a `.jar` and `.json` file under the ``target`` directory.
 These files can be used to deploy your plugins.
 
 Deployment
@@ -22,7 +22,7 @@ You can deploy your plugins using the CDAP CLI:
 
     > load artifact <target/file-batch-source-plugins-<version>.jar config-file <target/file-batch-source-plugins-<version>.json>
 
-For example, if your artifact is named 'file-batch-source-plugins-<version>':
+For example, if your artifact is named `file-batch-source-plugins-<version>`:
 
     > load artifact target/file-batch-source-plugins-<version>.jar config-file target/file-batch-source-plugins-<version>.json