diff --git a/docs/mllib-collaborative-filtering.md b/docs/mllib-collaborative-filtering.md
index d1bb6d69f1256fa682c7c3e9d739cdb7e1efd2be..76a00f18b3b902ab5f04ace93b0d7429a63a876a 100644
--- a/docs/mllib-collaborative-filtering.md
+++ b/docs/mllib-collaborative-filtering.md
@@ -119,5 +119,5 @@ a dependency.
 
 ## Tutorial
 
-The [training exercises](https://databricks-training.s3.amazonaws.com/index.html) from the Spark Summit 2014 include a hands-on tutorial for
-[personalized movie recommendation with `spark.mllib`](https://databricks-training.s3.amazonaws.com/movie-recommendation-with-mllib.html).
+The [training exercises](https://github.com/databricks/spark-training) from the Spark Summit 2014 include a hands-on tutorial for
+[personalized movie recommendation with `spark.mllib`](https://github.com/databricks/spark-training/blob/master/website/movie-recommendation-with-mllib.md).