https://vikofintech.com/en/tags/maschinelles-lernen/ Recent content in Maschinelles-Lernen on VikoFintech - FinTech in Focus Hugo -- 0.146.0 en Sun, 05 Apr 2026 11:04:47 +0100 https://vikofintech.com/en/posts/ml-trading-strategien-scheitern-hohe-volatilitaet/ Sun, 05 Apr 2026 11:04:47 +0100 https://vikofintech.com/en/posts/ml-trading-strategien-scheitern-hohe-volatilitaet/ <h1 id="why-ml-trading-strategies-collapse-when-markets-get-volatile-and-what-you-can-do-about-it">Why ML Trading Strategies Collapse When Markets Get Volatile (And What You Can Do About It)</h1> <h2 id="tldr">TL;DR</h2> <p>ML-based trading strategies have a well-known Achilles&rsquo; heel: high volatility periods. The r/algotrading community on Reddit is actively debating this exact problem, with a thread generating substantial discussion around why models that perform beautifully in calm markets suddenly fall apart when things get choppy. The core issue isn&rsquo;t bad code or bad data — it&rsquo;s something more fundamental to how machine learning works. Understanding the &ldquo;why&rdquo; is the first step to building strategies that actually hold up when you need them most.</p>