diff --git a/.appveyor.yml b/.appveyor.yml
index 1662210da..f8e5f6263 100644
--- a/.appveyor.yml
+++ b/.appveyor.yml
@@ -48,7 +48,7 @@ install:
   - cinst awscli
   - cinst gsutil
   - cinst openssl.light
-  - pip install --user --upgrade pip
+  - python -m pip install -U pip setuptools wheel
   - pip install -r requirements.txt
   - python setup.py install