diff --git a/notebooks.json b/notebooks.json
index d34fd286102d9dd4813f240515e41b8a26ae25ea..bbcbce9f6f7f11ad5fd403c02ac232af7bde8e9f 100644
--- a/notebooks.json
+++ b/notebooks.json
@@ -81,7 +81,8 @@
   "wrapups": [
     "evaluation/ensemble_questions.ipynb",
     "evaluation/linear_models_questions.ipynb",
-    "evaluation/trees_questions.ipynb"
+    "evaluation/trees_questions.ipynb",
+    "evaluation/predictive_modeling_pipeline_questions.ipynb"
   ],
   "figures": [
     "figures/README.md",