yes, it is NOT the most convenient, query you could imagine.
UPDATE `table_name` SET `column_name` = REPLACE(`column_name`, 'replace_this', 'with_this') WHERE `column_name` LIKE '%with_this%' COLLATE utf8mb4_bin;
it is what phpmyadmin generates when you go here:
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