diff --git a/docs/examples/simple/deploy.ipynb b/docs/examples/simple/deploy.ipynb
index abe5ac8..cd9fade 100644
--- a/docs/examples/simple/deploy.ipynb
+++ b/docs/examples/simple/deploy.ipynb
@@ -108,7 +108,7 @@
     "                    for weight, word, count in zip(\n",
     "                        model.named_steps[\"classifier\"].feature_log_prob_[class_index],\n",
     "                        model.named_steps[\"vectorizer\"].get_feature_names_out(),\n",
-    "                        features.A[0],\n",
+    "                        features.toarray()[0],\n",
     "                    )\n",
     "                    if count > 0\n",
     "                ),\n",