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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...

Description complète

Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Palczewski, Tomasz
Autres auteurs: Lee, Jaejun, Mookiah, Lenin
Format: Électronique eBook
Langue:Inglés
Publié: [S.l.] : PACKT PUBLISHING LIMITED, 2022.
Sujets:
Accès en ligne:Texto completo (Requiere registro previo con correo institucional)
Table des matières:
  • 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.