diff --git a/.github/workflows/build-and-push.yml b/.github/workflows/build-and-push.yml
index c0a6027..52fa744 100644
--- a/.github/workflows/build-and-push.yml
+++ b/.github/workflows/build-and-push.yml
@@ -14,7 +14,7 @@ jobs:
       uses: actions/checkout@v2
 
     - name: Set up Docker
-      uses: actions/setup-docker@v2
+      uses: docker/setup-buildx-action@v1
 
     - name: Build Docker image
       run: docker build -t realcommang/my-jupyter-image:latest .