Scale up as you grow — whether you're running one virtual machine or ten thousand.

From GPU-powered inference and Kubernetes to managed databases and storage, get everything you need to build, scale, and deploy intelligent applications.

This textbox defaults to using Markdown to format your answer.
You can type !ref in this text area to quickly search our full set of tutorials, documentation & marketplace offerings and insert the link!
These answers are provided by our Community. If you find them useful, show some love by clicking the heart. If you run into issues leave a comment, or add your own answer to help others.
This turned out to be a simple CORS issue. I was fixated on the network tab in my browser watching the request get denied. Had I checked out the console tab I would have seen these errors:
OPTIONS https://{REDACTED}.nyc3.digitaloceanspaces.com/{REDACTED}?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential={REDACTED%2F20180919%2Fnyc3%2Fs3%2Faws4_request&X-Amz-Date=20180919T134657Z&X-Amz-Expires=300&X-Amz-SignedHeaders=content-md5%3Bcontent-type%3Bhost&X-Amz-Signature={REDACTED}
403 (Forbidden)
Access to XMLHttpRequest at
'https://{REDACTED}.nyc3.digitaloceanspaces.com/{REDACTED}?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential={REDACTED}%2F20180919%2Fnyc3%2Fs3%2Faws4_request&X-Amz-Date=20180919T134657Z&X-Amz-Expires=300&X-Amz-SignedHeaders=content-md5%3Bcontent-type%3Bhost&X-Amz-Signature={REDACTED}'
from origin 'https://{$MY_REACT_APP_URL}' has been blocked by CORS policy:
Response to preflight request doesn't pass access control check:
No 'Access-Control-Allow-Origin' header is present on the requested resource.
Taking a look at my original request from the network tab in Chrome I can see that the denied request sent the following headers:
Request Headers:
...
Access-Control-Request-Headers: content-md5,content-type
...
Adding a CORS Rule for the $MY_REACT_APP_URL in the above console error with the Allowed headers of content-md5 and content-type took care of this issue.
I also allowed all the methods in the CORS editor and set a max age of 3000 seconds.