Fix errors

Author: marcleblanc2

docs/admin/deploy/docker-compose/google_cloud.mdx

@@ -155,9 +155,9 @@ Please refer to the [Docker Compose upgrade docs](/admin/deploy/docker-compose/u
 
 Data is persisted within a [Docker volume](https://docs.docker.com/storage/volumes/) as defined in the [deployment repository](https://github.com/sourcegraph/deploy-sourcegraph-docker/blob/master/docker-compose/docker-compose.yaml). The startup script configures Docker using a [daemon configuration file](https://docs.docker.com/engine/reference/commandline/dockerd/#daemon-configuration-file) to store all the data on the attached data volume, which is mounted at `/mnt/docker-data`, where volumes are stored within `/mnt/docker-data/volumes`.
 
-The most straightforward method to backup the data is to [snapshot the entire `/mnt/docker-data` volume](https://cloud.google.com/compute/docs/disks/create-snapshots) automatically using a [snapshot schedule](https://cloud.google.com/compute/docs/disks/scheduled-snapshots). You can also [set up a snapshot snapshot schedule](https://cloud.google.com/compute/docs/disks/scheduled-snapshots) after your instance has been created.
+The most straightforward method to backup the data is to [snapshot the entire `/mnt/docker-data` volume](https://cloud.google.com/compute/docs/disks/create-snapshots) automatically using a [snapshot schedule](https://cloud.google.com/compute/docs/disks/scheduled-snapshots). You can also [set up a snapshot schedule](https://cloud.google.com/compute/docs/disks/scheduled-snapshots) after your instance has been created.
 
-<span class="badge badge-note">RECOMMENDED</span> Using an external Postgres service such as [AWS RDS for PostgreSQL](https://aws.amazon.com/rds/) takes care of backing up all the user data for you. If the Sourcegraph instance ever dies or gets destroyed, creating a fresh new instance connected to the old external Postgres service will get Sourcegraph back to its previous state.
+<span class="badge badge-note">RECOMMENDED</span> Using an external Postgres service such as Google Cloud SQL takes care of backing up user data for you. If the Sourcegraph instance ever dies or gets destroyed, creating a fresh new instance connected to the old external Postgres service will get Sourcegraph back to its previous state.
 
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