Machine Learning Engineering on AWS

Machine Learning Engineering on AWS

Operationalize and optimize Generative AI systems and LLMOps pipelines in production

Lat, Joshua Arvin

Packt Publishing Limited

02/2025

Mole

9781835881088

Pré-lançamento - envio 15 a 20 dias após a sua edição

Descrição não disponível.
Table of Contents

A Gentle Introduction to Generative AI on AWS
Exploring the High-Level AI/ML services of AWS
Machine Learning Engineering with Amazon SageMaker
Practical Data Management on AWS
Pragmatic Data Processing and Analysis
Getting Started with SageMaker Training Solutions
Diving Deeper into SageMaker Training Solutions
Model Evaluation, Benchmarking, and Bias Detection
Machine Learning Model Deployment on AWS
Machine Learning Model Deployment Strategies
Model Monitoring & Management Solutions
Security, Governance, and Compliance Strategies
Machine Learning Pipelines with SageMaker Pipelines Part I
Machine Learning Pipelines with SageMaker Pipelines Part II
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