diff --git a/docs/manual/source/partials/shared/quickstart/_install_sdk.html.md.erb b/docs/manual/source/partials/shared/quickstart/_install_sdk.html.md.erb
index 783da09490..6109a47a45 100644
--- a/docs/manual/source/partials/shared/quickstart/_install_sdk.html.md.erb
+++ b/docs/manual/source/partials/shared/quickstart/_install_sdk.html.md.erb
@@ -15,9 +15,9 @@ See the License for the specific language governing permissions and
 limitations under the License.
 -->
 
-You can send these events to PredictionIO Event Server in real-time easily by
-making a HTTP request or through the `EventClient` of an SDK. You can refer to [App Integration Oview](/appintegration/) for more details later.
+You can send these events to the PredictionIO Event Server in real-time easily by
+making an HTTP request or through the `EventClient` of an SDK. You can refer to [App Integration Oview](/appintegration/) for more details later.
 
-The following is sample code of using different SDKs to import the events for this template, which you can refer to when you integrate with your app later.
+The following is sample code for using different SDKs to import the events for this template, which you can refer to when you integrate with your app later.
 
-For quickstart demonstration purpose, a script is provided to import sample data (Please see 4b. Import Sample Data.)
+For quickstart demonstration purposes, a script is provided to import sample data (Please see 4b. Import Sample Data.)