Hi Derebe, these new layers are only available in DHIS 2.36. You can also download the data directly from WorldPop: https://www.worldpop.org/
Check the day 2 sessions on our YouTube channel about how to analyse the data in QGIS: Webinar: High-level overview of DHIS2 Maps - YouTube