diff --git a/docs/examples/index.rst b/docs/examples/index.rst
index 9feb05553f6..e7aba021fa3 100644
--- a/docs/examples/index.rst
+++ b/docs/examples/index.rst
@@ -1,4 +1,9 @@
 Examples
 ========
 
-Coming Soon...
\ No newline at end of file
+scikit-learn with LinearRegression
+----------------------------------
+Here is a Jupyter Notebook example which uses Modin with scikit-learn
+and linear regression `sklearn LinearRegression`_.
+
+.. _sklearn LinearRegression: https://github.com/modin-project/modin/blob/master/examples/modin-scikit-learn-example.ipynb