Can I read Experimentation for Engineers: From A/B testing to Bayesian optimization on EtoBox?

Experimentation for Engineers: From A/B testing to Bayesian optimization by David Sweet is a book available to read on EtoBox.

What is Experimentation for Engineers: From A/B testing to Bayesian optimization about?

In Experimentation for Engineers: From A/B testing to Bayesian optimization you will learn how toDesign, run, and analyze an A/B testBreak the "feedback loops" cause by periodic retraining of ML modelsIncrease experimentation rate with multi-armed banditsTune multiple parameters experimentally with Bayesian optimizationClearly define business metrics used for decision makingIdentify and avoid the common pitfalls of experimentationExperimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox of techniques for evaluating new features and fine-tuning parameters. You’ll start with a deep dive into methods like A/B testing, and then graduate to advanced techniques used to measure performance in industries such as finance and social media. Learn how to evaluate the changes you make to your system and ensure that your testing doesn’t undermine revenue or other business metrics. By the time you’re done, you’ll be able to seamlessly deploy experiments in production while avoiding common pitfalls.About the technologyDoes my software really work? Did my changes make things better or worse? Should I trade features for performance? Experimentation is the only way to answ

Author

David Sweet

Publisher

Manning Publications

Published

2023

Language

EN

ISBN

9781250283405