Aaron Lee Johnson

Machine Learning Strategy for Equity Returns: EMA + Bollinger Bands (eBook, ePUB)

• Format: ePub

Produktbeschreibung

Machine Learning Strategy for Equity Returns: EMA + Bollinger Bands

Stop losing money to inconsistent trading decisions and emotional mistakes that sabotage your profits.

You've spent countless hours staring at charts, second-guessing every entry, and watching perfect setups slip away while bad trades drain your account. You know technical analysis works-sometimes-but you can never execute with the consistency needed to actually make money. Your win rate hovers around 50%, and after commissions, you're barely breaking even or slowly bleeding capital.

The problem isn't your intelligence or work ethic. It's that human psychology wasn't designed for trading. We see patterns where none exist, freeze during opportunity, and panic during drawdowns. Traditional discretionary trading puts you at war with your own brain, and your brain usually wins.

Machine Learning Strategy for Equity Returns: EMA + Bollinger Bands solves this by transforming you from an inconsistent discretionary trader into a systematic algorithmic trader. This comprehensive 12-chapter guide takes you step-by-step through building a machine learning strategy that combines Exponential Moving Averages with Bollinger Bands-two powerful indicators that capture trend and volatility dynamics.

You'll learn exactly how to collect and clean data, engineer meaningful features, train models that identify high-probability setups, backtest rigorously to avoid costly mistakes, and deploy your strategy with confidence. No fluff, no theory for theory's sake-just actionable instructions for building a quantitative edge that trades consistently while you sleep.

Inside you'll discover the proper position sizing algorithms that prevent ruin, stop loss placement methods that protect capital without choking winners, and portfolio-level risk management that survives black swan events. You'll master walk-forward analysis that reveals whether your strategy actually works or just got lucky on historical data.

This isn't about predicting every market move or never losing a trade. It's about finding a genuine statistical edge-even a 55% win rate with proper risk management generates substantial wealth-and exploiting it systematically without emotional interference.

Whether you're struggling with inconsistent results, tired of second-guessing every decision, or ready to evolve from discretionary gambling to systematic profitability, this book provides your complete roadmap from concept to live trading.

Stop trading on hope and start trading on proven algorithms. Get your copy today and build the systematic strategy that finally delivers consistent returns.

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Produktdetails

• Verlag: Aaron Lee Johnson
• Erscheinungstermin: 16. Dezember 2025
• Englisch
• ISBN-13: 9798232493127
• Artikelnr.: 76119026

Autorenporträt

Aaron Lee Johnson is a professional financial writer and trading strategist who demystifies complex market concepts for individual investors and traders. With expertise spanning options strategies, technical analysis, quantitative finance, and passive investing, Aaron has authored numerous comprehensive guides that empower readers to take control of their financial futures.

His books combine rigorous analysis with practical, actionable strategiescovering everything from combining technical indicators like MACD and Bollinger Bands to building resilient portfolios through smart beta and factor-based investing. Aaron's systematic approach to financial education has helped thousands of readers move from theory to confident implementation.

Beyond finance, Aaron brings a unique perspective shaped by his background in entertainment. As a former actor and comedian, he understands how to communicate complex ideas with clarity and engagement. This multidisciplinary expertise allows him to create content that's not only technically sound but genuinely accessible to readers at all levels.

When he's not analyzing market patterns or writing his next guide, Aaron enjoys chess at an advanced level and exploring the intersection of AI, automation, and entrepreneurship. He's passionate about helping others build multiple income streams and achieve financial independence through proven, practical strategies.

Connect with Aaron to stay updated on his latest releases and trading insights.