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Gradient Flow

Data science and machine learning trends for practitioners.

Newsletter Machine Learning Weekly Updated Sep 2026

About

Gradient Flow, written by longtime O'Reilly editor Ben Lorica, tracks how machine learning is actually being deployed inside companies, covering MLOps, data infrastructure, and the practical gap between research papers and production systems.

Its newsletter is aimed more at practitioners and technical leaders than researchers, focused on what's actually working in industry rather than what's impressive in a benchmark.

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