From Tuning Up: From A/B testing to Bayesian optimization by David Sweet

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Tuning Up: From A/B testing to Bayesian optimization is a toolbox of experimental methods that will keep your software and systems working at peak performance. You’ll learn to implement tests and techniques that will boost the effectiveness of machine learning systems, trading strategies, infrastructure, and more. Each method in this practical guide is regularly utilized in highly competitive industries like finance and social media.