All md-
prefixes are now mat-
prefixes as of time of writing this!
Put this in your html head:
<link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
Import in our module:
import { MatIconModule } from '@angular/material';
Use in your code:
<mat-icon>face</mat-icon>
Here is the latest documentation: