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-rw-r--r--docs/ml-features.md9
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diff --git a/docs/ml-features.md b/docs/ml-features.md
index 0b8f2d773c..237e93ae90 100644
--- a/docs/ml-features.md
+++ b/docs/ml-features.md
@@ -1118,6 +1118,15 @@ for more details on the API.
{% include_example java/org/apache/spark/examples/ml/JavaQuantileDiscretizerExample.java %}
</div>
+
+<div data-lang="python" markdown="1">
+
+Refer to the [QuantileDiscretizer Python docs](api/python/pyspark.ml.html#pyspark.ml.feature.QuantileDiscretizer)
+for more details on the API.
+
+{% include_example python/ml/quantile_discretizer_example.py %}
+</div>
+
</div>
# Feature Selectors