How do I download a single file as an instructor? from the Canvas Instructor Guide. To download multiple files hold shift as you make your selections. Once you have made your selection, look for the cloud with a down arrow icon on the actions bar. Selecting that icon will download the selected files to your local device.
For further information, here is the general link to the Canvas Instructor Guide