Question: is there a difference between lake and loch

Answer: No, Loch (/lɒx/) is the Irish, Scottish Gaelic and Scots word for a lake or for a sea inlet. It is cognate with the Manx lough, Cornish logh, and the Welsh word for lake, llyn.