diff --git a/docs/source/image_classification.mdx b/docs/source/image_classification.mdx
index 055d3bda2f5..cf986588ccd 100644
--- a/docs/source/image_classification.mdx
+++ b/docs/source/image_classification.mdx
@@ -78,4 +78,11 @@ You can verify the transformation worked by indexing into the `pixel_values` of
 <div class="flex justify-center">
     <img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/datasets/img_clf_aug.png">
     <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/datasets/img_clf_aug.png"/>
-</div>
\ No newline at end of file
+</div>
+
+<Tip>
+
+To learn how to leverage 🤗 Datasets end-to-end for training an image classification model, refer to
+[this notebook](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/image_classification.ipynb).
+
+</Tip>
\ No newline at end of file
diff --git a/docs/source/object_detection.mdx b/docs/source/object_detection.mdx
index 4f5b01fb08a..ccf1f08f9c2 100644
--- a/docs/source/object_detection.mdx
+++ b/docs/source/object_detection.mdx
@@ -154,6 +154,9 @@ You can verify the transform works by visualizing the 10th example:
 ... )
 ```
 
+To learn how to leverage parts of 🤗 datasets end-to-end for training an object detection model, refer to
+[this notebook](https://nbviewer.org/github/NielsRogge/Transformers-Tutorials/blob/master/YOLOS/Fine_tuning_YOLOS_for_object_detection_on_custom_dataset_%28balloon%29.ipynb).
+
 <div class="flex justify-center">
     <img src="https://huggingface.co/datasets/nateraw/documentation-images/resolve/main/visualize_detection_example_transformed_2.png">
 </div>