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PRODUCTION-READY APPLIED DEEP LEARNING learn how to construct and deploy complex models in PyTorch and TensorFlow deep learning frameworks /

Supercharge your skills for developing powerful deep learning models and distributing them at scale efficiently using cloud services Key Features Understand how to execute a deep learning project effectively using various tools available Learn how to develop PyTorch and TensorFlow models at scale us...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Palczewski, Tomasz
Otros Autores: Lee, Jaejun, Mookiah, Lenin
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [S.l.] : PACKT PUBLISHING LIMITED, 2022.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Table of Contents Effective Planning of Deep Learning-Driven Projects Data Preparation for Deep Learning Projects Developing a Powerful Deep Learning Model Experiment Tracking, Model Management, and Dataset Versioning Data Preparation in the Cloud Efficient Model Training Revealing the Secret of Deep Learning Models Simplifying Deep Learning Model Deployment Scaling a Deep Learning Pipeline Improving Inference Efficiency Deep Learning on Mobile Devices Monitoring Deep Learning Endpoints in Production Reviewing the Completed Deep Learning Project.