کتاب پایتون برای امور مالی و معاملات الگوریتمی (ویرایش دوم): یادگیری ماشین، یادگیری عمیق، تحلیل سری‌های زمانی، مدیریت ریسک و پرتفوی برای معاملات زنده MetaTrader™5

The book presents the benefits of portfolio management, statistics and machine learning applied to live trading with MetaTrader™ 5.This second version has allowed us to tweak some points of the existing chapters but especially to add 3 new chapters based on your feedbacks of the first version. So I am proud to offer you 3 new chapters:”Advanced backtest methods”,”Features and target engineering”and”From nothing to a live trading bot”.•Learn portfolio management technics and how to implement your optimization criterion•How to backtest a strategy using the most valuable metrics in trading•Import data from your broker to be as close as possible to the market•Learn statistical arbitrage through pair trading strategies•Generate market predictions using machine learning, deep learning, and time series analysis•Learn how to find the best take profit, stop loss, and leverage for your strategies•Combine trading strategies using portfolio management to increase the robustness of the strategies•Connect your Python algorithm to your MetaTrader 5 and run it with a demo or live trading account•Use all codes in the book for live trading or screener if you prefer manual trading