Add blogs to dataset materials section
diff --git a/doc/source/data/dataset.rst b/doc/source/data/dataset.rst
index d14a4f3e0e604..2089a4051ba08 100644
--- a/doc/source/data/dataset.rst
+++ b/doc/source/data/dataset.rst
@@ -392,6 +392,8 @@ Talks and Materials
 -------------------
 
 - [slides] `Talk given at PyData 2021 <https://docs.google.com/presentation/d/1zANPlmrxQkjPU62I-p92oFO3rJrmjVhs73hL4YbM4C4>`_
+- [blog] `Data Ingest in a Third Generation ML Architecture <https://www.anyscale.com/blog/deep-dive-data-ingest-in-a-third-generation-ml-architecture>`_
+- [blog] `Building an end-to-end ML pipeline using Mars and XGBoost on Ray <https://www.anyscale.com/blog/building-an-end-to-end-ml-pipeline-using-mars-and-xgboost-on-ray>`_
 
 
 Contributing
