A soft fork is a change in the rules that is backwards compatible, meaning that blocks created under the new changed rules will still be considered valid by participants who didn’t upgrade. A hard fork is a change in the rules that is not backwards compatible, so that if some participants fail to upgrade, there will be a chainsplit.
