{"product_id":"2940181103030","title":"Backtrader Essentials: Building Successful Strategies with Python","description":"\u003cp\u003eStop guessing, start backtesting! Unlock the power of algorithmic trading with Python using \"Backtrader Essentials: Building Successful Strategies with Python\". This practical, hands-on guide provides the core knowledge needed to effectively use the powerful Backtrader framework.\u003c\/p\u003e\u003cp\u003eLearn step-by-step how to:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSet up your environment and load market data.\u003c\/li\u003e\n\u003cli\u003eImplement and interpret essential indicators (SMA, RSI, MACD, ADX, Bollinger Bands).\u003c\/li\u003e\n\u003cli\u003eCreate your own custom indicators for unique analysis.\u003c\/li\u003e\n\u003cli\u003eCombine signals and apply filters to build more robust strategies.\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eCode and test both mean reversion and momentum-based trading logic. * Analyze backtest results objectively using key performance metrics like Sharpe Ratio, Win Rate, and Max Drawdown via Backtrader's Analyzers.   \u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eUnique Case Study:\u003c\/strong\u003e Follow along as we take a basic, initially losing strategy (-10% backtest result) and iteratively refine it using filters and improved rules, transforming it into a significantly better performer (+40% backtest result), demonstrating a practical strategy development workflow.\u003c\/p\u003e\u003cp\u003eIdeal for Python programmers entering the trading world, traders looking to automate and test their ideas, and anyone seeking a clear, actionable introduction to Backtrader. Basic Python understanding is helpful.\u003c\/p\u003e\u003cp\u003eBuild your algorithmic trading foundation and start developing data-driven strategies today!\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e","brand":"Ali AZARY","offers":[{"title":"Default Title","offer_id":46429426188529,"sku":"2940181103030","price":17.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/2940181103030_p0.jpg?v=1765452505","url":"https:\/\/shop.barnesandnoble.com\/products\/2940181103030","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}