Ali Azary

Backtrader Essentials: Building Successful Strategies with Python (eBook, ePUB)

• Format: ePub

Produktbeschreibung

Stop 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.

Learn step-by-step how to:

• Set up your environment and load market data.
• Implement and interpret essential indicators (SMA, RSI, MACD, ADX, Bollinger Bands).
• Create your own custom indicators for unique analysis.
• Combine signals and apply filters to build more robust strategies.
• Code 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.

Unique Case Study: 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.

Ideal 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.

Build your algorithmic trading foundation and start developing data-driven strategies today!

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Produktdetails

• Verlag: Ali AZARY
• Erscheinungstermin: 21. April 2025
• Englisch
• ISBN-13: 9798230304517
• Artikelnr.: 73924895