Microsoft's feature deprecation announcement doesn't pertain to Access database files. It just concerns Access Services for SharePoint Online.

Microsoft will give the axe to Access Services for SharePoint Online in June. Access Services is a means for building SharePoint applications using the Microsoft Access database management system. The ...