No. The online version of Microsoft Teams works best with Microsoft Edge or Google Chrome.
If you don't have one of these web browsers installed on your computer, you have the choice of installing one of them or downloading and installing Microsoft Teams. If you choose the latter, once you download Teams, you don't need to create an account or sign in, you can simply participate as a guest.