ChaiBapchya commented on a change in pull request #15538: some minor 
typos/clarifications
URL: https://github.com/apache/incubator-mxnet/pull/15538#discussion_r303533233
 
 

 ##########
 File path: scala-package/README.md
 ##########
 @@ -156,21 +156,21 @@ mvn -Dsuites=org.apache.mxnet.NDArraySuite 
integration-test
 ```
 
 If everything goes well, you will find jars for `assembly`, `core` and 
`example` modules.
-Also it produces the native library in `native/target`, which you can use to 
cooperate with the `core` module.
+Also it produces the native library in `native/target`, which you can use in 
conjunction with the `core` module.
 
 Deploy to repository
 --------------------
 
-By default, `maven deploy` will deploy artifacts to local file system, you can 
file then in: ``scala-package/deploy/target/repo`` folder.
+By default, `maven deploy` will deploy artifacts to local file system, you can 
find them in the ``scala-package/deploy/target/repo`` folder.
 
-For nightly build in CI, a snapshot build will be uploaded to apache 
repository with follow command:
+For nightly builds (typically done by CI), a snapshot build will be uploaded 
to an apache snapshot repository with the following command:
 
 ```bash
 cd scala-package
 mvn deploy -Pnightly
 ```
 
-Use following command to deploy release build (push artifacts to apache 
staging repository):
+Use the following command when performing a release (pushes artifacts to an 
apache staging repository):
 
 Review comment:
   Previous statement was good enough, I guess (in terms of comprehensibility)
   .
   ```suggestion
   Use the following command when performing a release (pushes artifacts to an 
Apache staging repository):
   ```
   

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