diff --git a/docs/tutorials/index.md b/docs/tutorials/index.md
index 7e0ffaa3f72a..cfa96ef80f3c 100644
--- a/docs/tutorials/index.md
+++ b/docs/tutorials/index.md
@@ -121,6 +121,8 @@ Select API: 
             * [Datasets and DataLoaders](/tutorials/gluon/datasets.html)
             * [Applying Data Augmentation](/tutorials/gluon/data_augmentation.html)
             * [Data Augmentation with Masks (for Object Segmentation)](https://mxnet.incubator.apache.org/tutorials/python/data_augmentation_with_masks.html)
+        * Fit API
+            * [Using Fit API](/tutorials/gluon/fit_api_tutorial.html)
 </div> <!--end of gluon-->
 
 <div class="module">