What is this growing in my yard
This looks like Japanese knotweed (Reynoutria japonica). https://www.marylandbiodiversity.com/viewSpecies.php?species=3543
This weed is invasive and very difficult to manage. Do not expect to control it in one season. It may take a combination of techniques and repeated effort. Please take a look at the following links to information on how to manage it.