Online experimentation is now essential for modern software and machine learning teams. This book provides an engineer-first, end-to-end guide to building and operating production-ready experimentation platforms.The book begins with Part I establishing the core foundations of credible experimentation, including hypothesis testing, power analysis, sample sizing, metric design, and common pitfalls such as peeking, multiple testing, and novelty or learning effects. Part II focuses on ...

This book mainly focuses on the theme of optimizing estimation and sensor information fusion processing for stochastic dynamic systems. It summarizes the basic theories and methods of optimizing estimation and information fusion direction, including stochastic system models, optimal estimation methods, linear state estimation, nonlinear state estimation, information fusion models, structures, data processing methods, data association based on multi-source data estimation, and other aspects...

Climate change is a huge challenge to humanity in the 21th century. In view of China’s recent pledge to the international community to peak carbon emissions before 2030 and achieve carbon neutrality by 2060, this book examines climate mitigation and adaptation efforts in China through the prism of the steel sector, and it does so from three interrelated perspectives, i.e., policy, technology, and market. The book argues that in developing the country’s strategy towards green growth, over t...

This pioneering collection highlights the historic, groundbreaking, and fascinating work done by doctors, researchers, and healthcare providers to improve the life of Native Hawaiians and Pacific Islanders. The relevance of their work impacts all of us regardless of ethnicity because the discoveries made in the search for solutions to health problems, cures to diseases, and improvements to healthcare benefit all who call Hawaiʻi, as well as the broader Pacific, home.The majority of...