diff --git a/sklearn/linear_model/_coordinate_descent.py b/sklearn/linear_model/_coordinate_descent.py
index 940ae6f5e3a30..980eb7da09182 100644
--- a/sklearn/linear_model/_coordinate_descent.py
+++ b/sklearn/linear_model/_coordinate_descent.py
@@ -318,10 +318,14 @@ def lasso_path(
 
     Notes
     -----
-    For an example, see
+    For an example, see:
     :ref:`examples/linear_model/plot_lasso_lasso_lars_elasticnet_path.py
     <sphx_glr_auto_examples_linear_model_plot_lasso_lasso_lars_elasticnet_path.py>`.
 
+    For a visual example of computing and plotting the Lasso coordinate
+    descent path, see:
+    :ref:`sphx_glr_auto_examples_linear_model_plot_lasso_coordinate_descent_path`.
+
     To avoid unnecessary memory duplication the X argument of the fit method
     should be directly passed as a Fortran-contiguous numpy array.
 
@@ -355,6 +359,7 @@ def lasso_path(
     >>> print(coef_path_continuous([5., 1., .5]))
     [[0.         0.         0.46915237]
      [0.2159048  0.4425765  0.23668876]]
+
     """
     return enet_path(
         X,