Unfortunately, there isn't a dedicated cmdlet to get the reports that you see in the portal but instead would have to leverage the Report REST APIs. On the bright side, you could still invoke these REST APIs using the Invoke-AzRestMethod cmdlet.
For a dedicated cmdlet for the same, please feel free to raise a feature request for the same.