Not literally (there is "serverless" but it is not literally serverless).
As you said it yourself, you "create a web application and deploy it". This deploy is always to a server, which in turn "serves" your website to anyone who "requests" it.
Comment by Paulo Sznaider on "How to run full web application without server?" | Hashnode