Building Scalable Deep Learning Pipelines on AWS - 9798868810169

Building Scalable Deep Learning Pipelines on AWSDevelop, Train, and Deploy Deep Learning Models\nAuthor(s): Abdelaziz Testas\nFormat: Paperback\nPublisher: APress, United States\nImprint: APress\nISBN-13: 9798868810169, 979-8868810169\nSynopsis\nThis book is yourcomprehensive guide to creating powerful, end-to-end deep learning workflows on Amazon Web Services (AWS). The book explores how to integrate essential big data tools and technologiessuch as PySpark, PyTorch, TensorFlow, Airflow, EC2, and S3to streamline the development, training, and deployment of deep learning models.\n\nStarting with the importance of scaling advanced machine learning models, this book leverages AWS's robust infrastructure and comprehensive suite of services. It guides you through the setup and configuration needed to maximize the potential of deep learning technologies. You will gain in-depth knowledge of building deep learning pipelines, including data preprocessing, feature engineering, model training, e