diff --git a/datasets/amazon-reviews.yaml b/datasets/amazon-reviews.yaml
index d067df453..c09b30ea5 100644
--- a/datasets/amazon-reviews.yaml
+++ b/datasets/amazon-reviews.yaml
@@ -29,5 +29,8 @@ DataAtWork:
       URL: https://www.linkedin.com/pulse/100-shades-grey-other-amazon-review-discoveries-mark-chopping/
       AuthorName: Mark Chopping
       AuthorURL: https://twitter.com/markchopping1
+    - Title: Using S3 and Analytics with Amazon Reviews data
+      URL: https://github.com/aws-samples/aws-research-workshops/blob/master/notebooks/escience_series/using_s3_and_analytics.ipynb
+      AuthorName: AWS
   Tools & Applications:
   Publications: