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  • Engineering Online Experimentation and ML Evaluations

    Architecture, Statistics and Machine Learning for Production-Scale Systems

    by Ming Lei ...
    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 ... Read more

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  • Optimal Estimation and Information Fusion: Theory and Algorithms

    by Ming Lei ...
    Series series Intelligent Technologies and Robotics (R0)
    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 ... Read more

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  • Climate Mitigation and Adaptation in China

    Policy, Technology and Market

    Edited by Jun Fu, Dongxiao Zhang, Ming Lei ...
    Series series Energy (R0)
    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 ... Read more

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  • Data Science and Big Data Analytics

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  • Nuclear 2.0

    Why a green future needs nuclear power

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