If you are charged with conspiracy to commit a crime, will you be charged with doing the crime?

Yes, if the crime was actually committed. If it wasn’t actually committed, then they will only charge the conspiracy, which is essentially an agreement between two or more people to commit a crime, with at least one act towards doing so. That agreement does not require the crime to actually be committed.