diff --git a/examples/how_to_questions/how_to_calculate_embeddings_drift.ipynb b/examples/how_to_questions/how_to_calculate_embeddings_drift.ipynb
index d1d93bf397..4d2ce9dc5b 100644
--- a/examples/how_to_questions/how_to_calculate_embeddings_drift.ipynb
+++ b/examples/how_to_questions/how_to_calculate_embeddings_drift.ipynb
@@ -50,7 +50,7 @@
     "#you might need to install pillow library to use datasets.fetch_lfw_people() from sklearn\n",
     "\n",
     "try:\n",
-    "    import pillow\n",
+    "    import PIL\n",
     "except ImportError:\n",
     "    !pip install pillow"
    ]