diff --git a/appveyor.yml b/appveyor.yml
index e73f5d21..630fae44 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -34,10 +34,7 @@ test_script:
 
 after_test:
   # This step builds your wheels.
-  # Again, you only need build.cmd if you're building C extensions for
-  # 64-bit Python 3.3/3.4. And you need to use %PYTHON% to get the correct
-  # interpreter
-  - "build.cmd %PYTHON%\\python.exe setup.py bdist_wheel"
+  - "python setup.py bdist_wheel"
 
 artifacts:
   # bdist_wheel puts your built wheel in the dist directory