Experimentation for Engineers (Hardcover)

Learn practical and modern experimental methods used by engineers in technology and trading. Experimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox of methods for optimizing machine learning systems, quantitative trading strategies, and more. You'll start with a deep dive into A/B testing, and then graduate to advanced methods used to improve performance in highly competitive industries like finance and social media. The experimentation skills you'll master in this unique, practical guide will quickly reveal which approaches and features deliver real results for your business. In Experimentation for Engineers, you'll learn how to evaluate the changes you make to your system and ensure that your experiments don't undermine revenue or other business metrics. By the time you're done, you'll be able to seamlessly deploy changes to production while avoiding common pitfalls. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.