diff --git a/doc/tutorial/basic/tutorial.rst b/doc/tutorial/basic/tutorial.rst
index 27dddb4e0e909..f63f958146ea8 100644
--- a/doc/tutorial/basic/tutorial.rst
+++ b/doc/tutorial/basic/tutorial.rst
@@ -76,7 +76,7 @@ Loading an example dataset
 
 `scikit-learn` comes with a few standard datasets, for instance the
 `iris <https://en.wikipedia.org/wiki/Iris_flower_data_set>`_ and `digits
-<https://archive.ics.uci.edu/ml/datasets/Pen-Based+Recognition+of+Handwritten+Digits>`_
+<https://archive.ics.uci.edu/dataset/81/pen+based+recognition+of+handwritten+digits>`_
 datasets for classification and the `diabetes dataset
 <https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html>`_ for regression.
 
diff --git a/examples/datasets/plot_digits_last_image.py b/examples/datasets/plot_digits_last_image.py
index 0fde32cc674a8..fd051a3ad29bf 100644
--- a/examples/datasets/plot_digits_last_image.py
+++ b/examples/datasets/plot_digits_last_image.py
@@ -9,7 +9,7 @@
 first transform it into a feature vector with length 64.
 
 See `here
-<https://archive.ics.uci.edu/ml/datasets/Pen-Based+Recognition+of+Handwritten+Digits>`_
+<https://archive.ics.uci.edu/dataset/81/pen+based+recognition+of+handwritten+digits>`_
 for more information about this dataset.
 
 """