Absolutely!

Hover over a collection and click the share icon, or multi-select the files you want to share and click the share icon from the action bar.

In the share modal, set a link and click the link settings icon in the bottom left.

From the link settings area, you can toggle off the allow downloads toggle. This will make your shared files and/or Collections, view only.