WHAT DOES TRADING ROBOT PYTHON MEAN?

Neural networks... I realize somewhat about that. Appropriate me if I'm Erroneous, but with optimization: as an example I enhance an EA for three months. Should really I be expecting it to operate perfectly all over 1 7 days? So I would wish to optimize it just about every week as well as backtesting optimization time period would be 3 months?  1s