Update faq.md (keras-team#10422)

Changed "Notes that the methods...." to "Note that the methods"

Author: ebatuhankaynak

docs/templates/getting-started/faq.md

@@ -445,7 +445,7 @@ model.reset_states()
 model.layers[0].reset_states()
 ```
 
-Notes that the methods `predict`, `fit`, `train_on_batch`, `predict_classes`, etc. will *all* update the states of the stateful layers in a model. This allows you to do not only stateful training, but also stateful prediction.
+Note that the methods `predict`, `fit`, `train_on_batch`, `predict_classes`, etc. will *all* update the states of the stateful layers in a model. This allows you to do not only stateful training, but also stateful prediction.
 
 ---
 
@@ -624,4 +624,4 @@ import h5py
 ```
 
 If it imports without error it is installed otherwise you can find detailed
-installation instructions here: http://docs.h5py.org/en/latest/build.html
+installation instructions here: http://docs.h5py.org/en/latest/build.html