diff --git a/notebooks/en/index.md b/notebooks/en/index.md
index 717d0b91..a2c634b3 100644
--- a/notebooks/en/index.md
+++ b/notebooks/en/index.md
@@ -7,7 +7,7 @@ applications and solving various machine learning tasks using open-source tools
 
 Check out the recently added notebooks:
 
-- [Analyzing Artistic Styles with 🤗 Transformers, 🤗 Hub, and FiftyOne](analyzing_art_with_hf_and_fiftyone)
+- [Fine-tuning a Vision Transformer Model With a Custom Biomedical Dataset](fine_tuning_vit_custom_dataset)
 - [Using LLM-as-a-judge 🧑‍⚖️ for an automated and versatile evaluation](llm_judge)
 - [Create a legal preference dataset](pipeline_notus_instructions_preferences_legal)
 - [Suggestions for Data Annotation with SetFit in Zero-shot Text Classification](labelling_feedback_setfit)