Stefan Jansen
Free Lesson

Managing Your Strategy Research Process

30 min
Aug 26, 2026 12:00 PM

What you'll learn

Identify Key Research Decisions

Understand the decisions you need to take from trading idea to live deployment, and how to evaluate your options

Diagnose the Binding Constraints

Analyze empirical ML and trading strategy results to prioritize high-leverage opportunities for improvement

Choose a Controlled Next Experiment

Select the most effective experiment that could change a proceed, revise, monitor, or stop decision

Why this topic matters

Trading strategy research requires numerous decisions from inception to deployment. This lesson lays out these decisions and shows how to assess the available options, given the research results, to effectively iterate on your chosen strategy toward deployment. It previews the systematic research process taught in Machine Learning for Trading: From Research to Production.

You'll learn from

Stefan Jansen

Stefan Jansen

Author, ML for Trading · Founder, Applied AI · Investing since 2013

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