From the agenda view, I want to press a key and remove the SCHEDULED: <... > line from that TODO entry.
Press C-u C-c C-s
to remove a SCHEDULED
property.
Press C-u C-c C-d
to remove a DEADLINE
.
To rebuild the agenda buffer, press r
See the agenda commands in The manual