diff --git a/docs/manual/source/partials/shared/quickstart/_install_python_sdk.html.md.erb b/docs/manual/source/partials/shared/quickstart/_install_python_sdk.html.md.erb
index eb882f9b23..f074cd9ed6 100644
--- a/docs/manual/source/partials/shared/quickstart/_install_python_sdk.html.md.erb
+++ b/docs/manual/source/partials/shared/quickstart/_install_python_sdk.html.md.erb
@@ -15,7 +15,7 @@ See the License for the specific language governing permissions and
 limitations under the License.
 -->
 
-First, you will need to install Python SDK in order to run the sample data import script. To install Python SDK, run:
+First, you will need to install the Python SDK in order to run the sample data import script. To install the Python SDK, run:
 
 ```
 $ pip install predictionio
@@ -27,7 +27,7 @@ or
 $ easy_install predictionio
 ```
 
-NOTE: You may need `sudo` access if you have permission issue. (ie. `sudo pip install predictionio`)
+NOTE: You may need `sudo` access if you have permission issues. (ie. `sudo pip install predictionio`)
 
 <!-- dummy markdown link needed if code block is last -->
 []()