diff --git a/docs/sparkr.md b/docs/sparkr.md
index a1a35a7757e57..47873fcb7dd45 100644
--- a/docs/sparkr.md
+++ b/docs/sparkr.md
@@ -474,6 +474,10 @@ SparkR supports the following machine learning algorithms currently:
 
 * [`spark.als`](api/R/spark.als.html): [`Alternating Least Squares (ALS)`](ml-collaborative-filtering.html#collaborative-filtering)
 
+#### Frequent Pattern Mining
+
+* [`spark.fpGrowth`](api/R/spark.fpGrowth.html) : [`FP-growth`](ml-frequent-pattern-mining.html#fp-growth)
+
 #### Statistics
 
 * [`spark.kstest`](api/R/spark.kstest.html): `Kolmogorov-Smirnov Test`