diff --git a/_quarto.yml b/_quarto.yml
index 4b23c5ede..504aef14e 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -78,6 +78,7 @@ book:
       chapters: 
         - embedded_sys_exercise.qmd
         - embedded_ml_exercise.qmd
+        - kws_feature_eng.qmd
 
   references: references.qmd