Concrete is cement plus aggregate (it doesn't have to be sand; it could be gravel, for example). Coarse aggregates wouldn't work well in this, but it would be cool for a followup video where sand is used.
The wikipedia pages suggests that this is more prolery referred to as "foam mortar" or "foam cement"