Only channel owners can change the channel's name. If a particular channel has been created by someone else, you won't be able to rename it.
Here's how the process looks like,
- Select the channel that you'd like to rename from the list.
 - Click on the channel name in the conversation header.
 - Next to Channel name, click edit option.
 - Change the name of the channel and click 'Save Changes’.
 



