diff --git a/docs/_layouts/global.html b/docs/_layouts/global.html
index f06ab2d5b08ccf70cbca7c6f7a7ba34d0e0b9945..a76346f42862e12f1bc1a1f6815b77bde5dc3d78 100755
--- a/docs/_layouts/global.html
+++ b/docs/_layouts/global.html
@@ -74,6 +74,7 @@
                                 <li><a href="api/core/index.html">Spark Java/Scala (Scaladoc)</a></li>
                                 <li><a href="api/pyspark/index.html">Spark Python (Epydoc)</a></li>
                                 <li><a href="api/streaming/index.html">Spark Streaming Java/Scala (Scaladoc) </a></li>
+                                <li><a href="api/mllib/index.html">Spark ML Library (Scaladoc) </a></li>
                             </ul>
                         </li>