You can easily achieve it by adding ShowUnreadMessages="false" in the following code:
\Portals\_default\Skins\Tahoe\Home.ascx (depending on which theme you have applied)
<dnn:user id="dnnUser" runat="server" legacymode="false" ShowUnreadMessages="false" />