Fixed typo

Author: edsonmedina

README.md

@@ -100,7 +100,7 @@ On obtaining the IP-address, run the docker as per the [instructions](#running-t
 
 ### Data Sharing
 See [Docker container persistence](#docker-container-persistence). 
-Consider this: You have a script that you've written on your host machine. You want to run this in the container and get the output data (say, a trained model) back into your host. The way to do this is using a [Shared Volumne](#docker-container-persistence). By passing in the `-v /sharedfolder/:/root/sharedfolder` to the CLI, we are sharing the folder between the host and the container, with persistence. You could copy your script into `/sharedfolder` folder on the host, execute your script from inside the container (located at `/root/sharedfolder`) and write the results data back to the same folder. This data will be accessible even after you kill the container.
+Consider this: You have a script that you've written on your host machine. You want to run this in the container and get the output data (say, a trained model) back into your host. The way to do this is using a [Shared Volume](#docker-container-persistence). By passing in the `-v /sharedfolder/:/root/sharedfolder` to the CLI, we are sharing the folder between the host and the container, with persistence. You could copy your script into `/sharedfolder` folder on the host, execute your script from inside the container (located at `/root/sharedfolder`) and write the results data back to the same folder. This data will be accessible even after you kill the container.
 
 ## What is Docker?
 [Docker](https://www.docker.com/what-docker) itself has a great answer to this question.