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diff --git a/docs/ml-features.md b/docs/ml-features.md
index 70812eb5e2..876d21f495 100644
--- a/docs/ml-features.md
+++ b/docs/ml-features.md
@@ -1303,4 +1303,12 @@ for more details on the API.
{% include_example java/org/apache/spark/examples/ml/JavaChiSqSelectorExample.java %}
</div>
+
+<div data-lang="python" markdown="1">
+
+Refer to the [ChiSqSelector Python docs](api/python/pyspark.ml.html#pyspark.ml.feature.ChiSqSelector)
+for more details on the API.
+
+{% include_example python/ml/chisq_selector_example.py %}
+</div>
</div>