diff --git a/dockerhub/README.md b/dockerhub/README.md
index bea4d2c9..dfded02c 100644
--- a/dockerhub/README.md
+++ b/dockerhub/README.md
@@ -55,7 +55,7 @@ The RAPIDS suite of software libraries gives you the freedom to execute end-to-e
 
         source activate rapids
 
-3.  Download the mortgage dataset, following the instructions provided at https://rapidsai.github.io/demos/docs/datasets/2018-12-05-mortgage-dataset/
+3.  Download the mortgage dataset, following the instructions provided at https://rapidsai.github.io/demos/datasets/mortgage-data
 
     You will need to update paths and years in the notebook (see below) depending on which subset of the mortgage data you download and where you install it.
 
@@ -169,4 +169,4 @@ The final step of the ETL process migrates all computed results back to system m
 
 ## Where can I get help or file bugs/requests?
 
-Please submit issues with the container to this GitHub repository: [https://github.com/rapidsai/cudf](https://github.com/rapidsai/cudf)
\ No newline at end of file
+Please submit issues with the container to this GitHub repository: [https://github.com/rapidsai/cudf](https://github.com/rapidsai/cudf)