diff --git a/doc/TRAINING.rst b/doc/TRAINING.rst
index 823d7ff1..674dfeae 100644
--- a/doc/TRAINING.rst
+++ b/doc/TRAINING.rst
@@ -38,8 +38,8 @@ Each time you need to work with DeepSpeech, you have to *activate* this virtual
 
    $ source $HOME/tmp/deepspeech-train-venv/bin/activate
 
-Installing Python dependencies
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+Installing DeepSpeech Training Code and its dependencies
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 Install the required dependencies using ``pip3``\ :