diff --git a/docs/getting-started/faq.md b/docs/getting-started/faq.md
index 717e64fcbf..8b40e25b89 100644
--- a/docs/getting-started/faq.md
+++ b/docs/getting-started/faq.md
@@ -38,8 +38,8 @@ Please follow the instructions [here](../how-to-guides/adding-support-for-a-new-
 
 Yes. There are two ways to use S3 in Feast:
 
-* using Redshift as a data source via Spectrum \([AWS tutorial](https://docs.aws.amazon.com/redshift/latest/dg/tutorial-nested-data-create-table.html)\), and then continuing with the [Running Feast with GCP/AWS](../how-to-guides/feast-gcp-aws/) guide. See a [presentation](https://youtu.be/pMFbRJ7AnBk?t=9463) we did on this at our apply\(\) meetup.
-* using the `s3_endpoint_override` in a `FileSource` data source. This endpoint is more suitable for quick proof of concepts that won't necessarily scale for production use cases.
+* Using Redshift as a data source via Spectrum \([AWS tutorial](https://docs.aws.amazon.com/redshift/latest/dg/tutorial-nested-data-create-table.html)\), and then continuing with the [Running Feast with GCP/AWS](../how-to-guides/feast-gcp-aws/) guide. See a [presentation](https://youtu.be/pMFbRJ7AnBk?t=9463) we did on this at our apply\(\) meetup.
+* Using the `s3_endpoint_override` in a `FileSource` data source. This endpoint is more suitable for quick proof of concepts that won't necessarily scale for production use cases.
 
 ### How can I use Spark with Feast?