 The MYnd Analytics PEER Online strategy utilizes EEG diagnostics to direct patients with psychiatric illnesses to the best medication treatments. This trial will evaluate patients with a diagnosis of depression who will either receive 1 PEER Online directed therapy or 2 conventional treatment without EEG guidance and will compare 6 month clinical and economic outcomes between these groups. 