I had the same problem. I solved it as follows:
Create a Django Web App via the azure portal:
- Go to azure and hit the "plus sign" in the left upper corner for adding a resource
- Kick on “Web and Mobile”
- Click on “Show all”
- Type “Django” into the search field
- Select the one that is marked in the picture below and create the resource by following the instructions
Deploy on the newly created resource
- Go to Visual Studio and start the deployment
- Instead of creating a new azure resource out of VS select the one you just created for the deployment.
Wait a moment.
- It takes about 3 minutes until you can see you deployment. Before that you will get a default screen that looks a bit different than the one you already know.
- After that you should see the correct django page.