Building Scalable Deep Learning Pipelines on AWS
eBook Details: Paperback: 780 pages Publisher: WOW! eBook (December 20, 2024) Language: English ISBN-10: 8868810169 ISBN-13: 978-8868810169 eBook Description: Building Scalable Deep Learning Pipelines on AWS: Develop, Train, and Deploy Deep Learning Models This Building Scalable Deep Learning Pipelines on AWS book is your comprehensive 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 technologies such as PySpark, PyTorch, TensorFlow, Airflow, EC2, and S3 to streamline the development, training, and deployment of deep learning models. Starting with the importance of scaling advanced machine learning models, this book leverages...