Litcius/Paper detail

Deploy Machine Learning Models to Production

Pramod K. Singh

2020Apress eBooks23 citationsDOIOpen Access PDF

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