I have seen mentioned in areas that if your getting quite a few invalid's to refresh your DAG. Does this mean to delete your datachain data in that folder and re-download the entire thing again or is there a command to run to do this with geth?
Yes. You can delete the DAG file in the Ethash folder and let the etherminer generate the DAG file again.