MLOps Engineering at Scale: Deploying Pytorch Models on AwsКНИГИ » ПРОГРАММИНГ
Название: MLOps Engineering at Scale Автор: Carl Osipov Издательство: Manning Publications Год: 2022 Формат: True PDF, ePUB Страниц: 344 Размер: 13,8 Mb Язык: English
MLOps Engineering at Scale teaches you how to implement efficient machine learning systems using pre-built services from AWS and other cloud vendors. This easy-to-follow book guides you step-by-step as you set up your serverless ML infrastructure, even if you’ve never used a cloud platform before. You’ll also explore tools like PyTorch Lightning, Optuna, and MLFlow that make it easy to build pipelines and scale your deep learning models in production.