TY - BOOK AU - Crowe,Robert AU - Hapke,Hannes Max AU - Caveness,Emily AU - Zhu,Di TI - Machine learning production systems: engineering machine learning models and pipelines SN - 9781098156015 U1 - 006.31 PY - 2025/// CY - Beijing PB - O'Reilly KW - Machine learning KW - Machine learning-Development KW - Machine learning-Industrial applications N1 - Index present N2 - "Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting--especially for recent ML graduates and those moving from research to a commercial environment. Whether you currently work to create products and services that use ML, or would like to in the future, this practical book gives you a broad view of the entire field"-- Provided by publisher ER -