diff --git a/pr-preview/pr-12/sitemap.xml b/pr-preview/pr-12/sitemap.xml
index 317b0b5..0e79e98 100644
--- a/pr-preview/pr-12/sitemap.xml
+++ b/pr-preview/pr-12/sitemap.xml
@@ -2,290 +2,290 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
 <url>
 <loc>https://quickstarts.teradata.com/advanced-dbt.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/business-intelligence/create-stunning-visualizations-in-power-bi-using-data-from-teradata-vantage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/cloud-guides/connect-azure-data-share-to-teradata-vantage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/cloud-guides/integrate-teradata-jupyter-extensions-with-google-vertex-ai.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/cloud-guides/integrate-teradata-jupyter-extensions-with-sagemaker.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/cloud-guides/integrate-teradata-vantage-to-salesforce-using-amazon-appflow.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/cloud-guides/integrate-teradata-vantage-with-google-cloud-data-catalog.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/cloud-guides/sagemaker-with-teradata-vantage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/cloud-guides/use-teradata-vantage-with-azure-machine-learning-studio.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/create-parquet-files-in-object-storage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/dbt.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/elt/use-airbyte-to-load-data-from-external-sources-to-teradata-vantage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/es/general/run-vantage-express-on-aws.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/explain-plan.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/fastload.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/geojson-to-vantage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/getting.started.utm.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/getting.started.vbox.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/getting.started.vmware.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/index.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/install-teradata-studio-on-mac-m1-m2.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/general/getting.started.utm.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/general/getting.started.vbox.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/general/getting.started.vmware.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/general/odbc.ubuntu.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/general/run-vantage-express-on-aws.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/general/run-vantage-express-on-microsoft-azure.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/general/vantage.express.gcp.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/index.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/jupyter-demos/gcp-vertex-ai-pipelines-vantage-byom-housing-example.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/jupyter-demos/index.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/nos.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/partials/getting.started.intro.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/partials/getting.started.queries.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/partials/install.ve.in.public.cloud.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/partials/next.steps.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/regulus/getting-started-with-regulus.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/regulus/install-regulus-docker-image.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/regulus/partials/understanding.regulus.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/regulus/regulus-magic-reference.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ja/regulus/using-regulus-workspace-cli.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/jdbc.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/jupyter-demos/gcp-vertex-ai-pipelines-vantage-byom-housing-example.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/jupyter-demos/index.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/jupyter.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/local.jupyter.hub.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/ml.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/modelops/deploy-and-monitor-machine-learning-models-with-teradata-modelops-and-byom.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/modelops/deploy-and-monitor-machine-learning-models-with-teradata-modelops-and-git.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/modelops/using-feast-feature-store-with-teradata-vantage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/mule-teradata-connector/examples-configuration.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/mule-teradata-connector/index.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/mule-teradata-connector/reference.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/mule-teradata-connector/release-notes.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/mule.jdbc.example.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/nos.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/odbc.ubuntu.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/other-integrations/configure-a-teradata-vantage-connection-in-dbeaver.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/other-integrations/execute-airflow-workflows-that-use-dbt-with-teradata-vantage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/other-integrations/integrate-teradata-vantage-with-knime.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/perform-time-series-analysis-using-teradata-vantage.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/query-service/send-queries-using-rest-api.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/regulus/getting-started-with-regulus.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/regulus/install-regulus-docker-image.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/regulus/regulus-magic-reference.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/regulus/using-regulus-workspace-cli.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/run-vantage-express-on-aws.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/run-vantage-express-on-microsoft-azure.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/segment.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/sto.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/test-ja-translation.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
 <url>
 <loc>https://quickstarts.teradata.com/vantage.express.gcp.html</loc>
-<lastmod>2024-02-27T20:03:59.089Z</lastmod>
+<lastmod>2024-03-01T01:26:32.511Z</lastmod>
 </url>
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