Squashed commit of the following:

commit 4307458
Author: Nikos Karampatziakis <[email protected]>
Date:   Wed May 31 09:45:50 2017 -0700

    explicitly mention Python in the Functional API

commit 899da9f
Author: Nikos Karampatziakis <[email protected]>
Date:   Wed May 31 09:43:46 2017 -0700

    Tutorial README tweaks

commit 19962ee
Author: Nikos Karampatziakis <[email protected]>
Date:   Wed May 31 09:32:48 2017 -0700

    Update README in Tutorials, add README in FunctionalAPI

Author: n17s

Tutorials/FunctionalAPI/README.md

@@ -0,0 +1,6 @@
+# Functional API Tutorials
+
+This folder is the staging area for Tutorials written using the Python Functional API. 
+The plan is to have each Tutorial in the parent folder translated to a more succinct style in this folder.
+All Tutorials here are fully tested, same as the Tutorials in the parent folder.
+

Tutorials/README.md

@@ -1,6 +1,6 @@
 # Tutorials
 
-In this folder you find several tutorials both for the CNTK Python API and for BrainScript. 
+In this folder you find several tutorials both for the CNTK Python API, the Python Functional API, and for BrainScript. 
 
 ## Python
 
@@ -9,6 +9,13 @@ image classification, language understanding, reinforcement learning and others.
 Additionally, the folder NumpyInterop contains a simple example of how to use 
 numpy arrays as input for CNTK training and evaluation.
 
+### Functional API (still Python)
+
+The FunctionalAPI folder is the staging area for Tutorials written using the Python Functional API. 
+The plan is to have each Tutorial in this folder translated to a more succinct style in the FunctionalAPI folder.
+All FunctionalAPI Tutorials are fully tested, same as the Tutorials here.
+
+
 ## BrainScript
 
 There are four detailed tutorials on how to use CNTK with BrainScript.