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Experimentation for Engineers: From A/B testing to Bayesian optimization
By David Sweet
Paperback
$59.99
By David Sweet
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Optimize the performance of your systems with practical experiments used by engineers in the world’s most competitive industries.
In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how to:
Design, run, and analyze an A/B test
Break the "feedback loops" caused by periodic retraining of ML models
Increase experimentation rate with multi-armed bandits
Tune multiple parameters experimentally with Bayesian optimization
Clearly define business metrics used ...
In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how to:
Design, run, and analyze an A/B test
Break the "feedback loops" caused by periodic retraining of ML models
Increase experimentation rate with multi-armed bandits
Tune multiple parameters experimentally with Bayesian optimization
Clearly define business metrics used ...