Deploy Machine Learning Models to Production
Pramod K. Singh
Abstract
This book provides end-to-end examples to teach you how to build and deploy machine learning and deep learning models in production. And it shows how to deploy pre-built models. The book provides guidance on moving beyond Jupyter notebooks to training models at scale on cloud environments.
Topics & Concepts
Computer scienceCloud computingArtificial intelligenceDeep learningProduction (economics)Scale (ratio)Machine learningData scienceOperating systemCartographyGeographyEconomicsMacroeconomicsDigital Transformation in Industry