diff --git a/notebooks/official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb b/notebooks/official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb
index d50d452e0..ed8ff04db 100644
--- a/notebooks/official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb
+++ b/notebooks/official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb
@@ -44,7 +44,7 @@
         "    </a>\n",
         "  </td>\n",
         "  <td>\n",
-        "    <a href=\"https://console.cloud.google.com/vertex-ai/notebooks/deploy-notebook?download_url=https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/master/notebooks/official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb\">\n",
+        "    <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/official/automl/automl_forecasting_bqml_arima_plus_comparison.ipynb\">\n",
         "        <img src=\"https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32\" alt=\"Vertex AI logo\">\n",
         "      Open in Vertex AI Workbench\n",
         "    </a>\n",
diff --git a/notebooks/official/automl/automl_tabular_on_vertex_pipelines.ipynb b/notebooks/official/automl/automl_tabular_on_vertex_pipelines.ipynb
index e3ca7d1fa..f82c4710b 100644
--- a/notebooks/official/automl/automl_tabular_on_vertex_pipelines.ipynb
+++ b/notebooks/official/automl/automl_tabular_on_vertex_pipelines.ipynb
@@ -44,7 +44,7 @@
         "    </a>\n",
         "  </td>\n",
         "  <td>\n",
-        "    <a href=\"https://console.cloud.google.com/vertex-ai/notebooks/deploy-notebook?download_url=https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/master/notebooks/official/automl/automl_tabular_on_vertex_pipelines.ipynb\">\n",
+        "    <a href=\"https://console.cloud.google.com/vertex-ai/workbench/deploy-notebook?download_url=https://raw.githubusercontent.com/GoogleCloudPlatform/vertex-ai-samples/main/notebooks/official/automl/automl_tabular_on_vertex_pipelines.ipynb\">\n",
         "        <img src=\"https://lh3.googleusercontent.com/UiNooY4LUgW_oTvpsNhPpQzsstV5W8F7rYgxgGBD85cWJoLmrOzhVs_ksK_vgx40SHs7jCqkTkCk=e14-rj-sc0xffffff-h130-w32\" alt=\"Vertex AI logo\">\n",
         "      Open in Vertex AI Workbench\n",
         "    </a>\n",