Go to Inventory -> All and on the rightmost side, near the Create Product button, you will find two white buttons. Import and Export.
Press on Export and in the drop-down menu choose your preferred option.
Export All: Will export all Inventory Items available.
Export Filtered: Will export all visible Inventory Items that remain after a Filter was applied.
Note: downloaded files will be found in the Reports section.