Yes, you can if you are joining as a participant. Not advisable for hosts as some of the features will not be availablejoin with your your iPhones or iPad to participate in a Zoom session.
But, it's better to use the desktop or laptop instead if you are going to be the host or will need to share screen.
Step 1: Download Zoom Meeting for iOS app.
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