Engineering Alpha

Engineering Alpha

The Truth About Machine Learning in Trading

Reality is far less dramatic

Sofien Kaabar, CFA's avatar
Sofien Kaabar, CFA
Mar 11, 2026
∙ Paid

Machine learning has become one of the most overused phrases in modern finance. In trading circles it carries an almost mythical aura. Conferences promise it. Hedge funds advertise it. Retail traders chase it. The idea is seductive: a computer that learns patterns in markets and quietly prints money while you sleep.

Reality is far less dramatic.

Machine l…

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