TY - BOOK AU - Tang,Yuan TI - Distributed machine learning patterns SN - 9781617299025 U1 - 006.30285436 PY - 2024/// CY - New York PB - Manning KW - Machine learning KW - Systems Architecture N1 - Index present N2 - Inside Distributed Machine Learning Patterns you'll learn to apply established distributed systems patterns to machine learning projects--plus explore cutting-edge new patterns created specifically for machine learning. Firmly rooted in the real world, this book demonstrates how to apply patterns using examples based in TensorFlow, Kubernetes, Kubeflow, and Argo Workflows. Hands-on projects and clear, practical DevOps techniques let you easily launch, manage, and monitor cloud-native distributed machine learning pipelines ER -