diff --git a/Tools/make_binary_drop_linux b/Tools/make_binary_drop_linux
index 29befe76c..d54e0670b 100755
--- a/Tools/make_binary_drop_linux
+++ b/Tools/make_binary_drop_linux
@@ -149,6 +149,7 @@ mkdir -p $baseBinariesPath
 echo "Copying build binaries..." >&3
 cp -r $buildPath/* $baseBinariesPath
 # Remove unnessesary file(s) if exist(s)
+rm -rf $baseBinariesPath/python
 rm -f $baseBinariesPath/bin/brainscripttests
 rm -f $baseBinariesPath/bin/cppevalclient
 rm -f $baseBinariesPath/bin/evaltests
diff --git a/Tools/make_binary_drop_windows.ps1 b/Tools/make_binary_drop_windows.ps1
index b49aaa6c8..f569ba57d 100644
--- a/Tools/make_binary_drop_windows.ps1
+++ b/Tools/make_binary_drop_windows.ps1
@@ -76,6 +76,10 @@ Remove-Item $baseDropPath\cntk\*.lib  -exclude EvalDll.lib
 Remove-Item $baseDropPath\cntk\*.exp
 Remove-Item $baseDropPath\cntk\*.metagen
 # Remove specific items
+If (Test-Path $baseDropPath\cntk\Python)
+{
+	Remove-Item $baseDropPath\cntk\Python -Recurse
+}
 If (Test-Path $baseDropPath\cntk\CNTKLibrary-2.0.dll)
 {
 	Remove-Item $baseDropPath\cntk\CNTKLibrary-2.0.dll