MLOps engineering at scale

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. Y...

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Detalles Bibliográficos
Autor Corporativo: Manning Publications (Firm), publisher (publisher)
Otros Autores: Osipov, Carl, author (author)
Formato: Vídeo online
Idioma:Inglés
Publicado: [Shelter Island, New York] : Manning Publications [2024]
Edición:[First edition]. Video edition
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009840469306719
Descripción
Sumario: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.
Notas:"In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video."
Descripción Física:1 online resource (1 video file (8 hr., 6 min.)) : sound, color