diff --git a/classifier-e2e/run_skip_basics.ipynb b/classifier-e2e/run_skip_basics.ipynb
index 95d969f7..a41577c2 100644
--- a/classifier-e2e/run_skip_basics.ipynb
+++ b/classifier-e2e/run_skip_basics.ipynb
@@ -995,7 +995,7 @@
     "    tags = [\"breast_cancer\", \"classifier\", \"xgboost\"]\n",
     ")\n",
     "\n",
-    "training.with_options(**pipeline_settings)(\n",
+    "training.with_options(config_path=\"configs/training_xgboost.yaml\",**pipeline_settings)(\n",
     "    model_type=\"xgboost\",\n",
     "    random_state=42\n",
     ")"