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Machine Learning Engineering with Python : Manage the Production Life Cycle of Machine Learning Models Using MLOps with Practical Examples.

Supercharge the value of your machine learning models by building scalable and robust solutions that can serve them in production environments Key Features Explore hyperparameter optimization and model management tools Learn object-oriented programming and functional programming in Python to build y...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: McMahon, Andrew P.
Format: Electronic eBook
Language:Inglés
Published: Birmingham : Packt Publishing, Limited, 2021.
Subjects:
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Table of Contents Introduction to ML Engineering The Machine Learning Development Process From Model to Model Factory Packaging Up Deployment Patterns and Tools Scaling Up Building an Example ML Microservice Building an Extract Transform Machine Learning Use Case.