Distributed machine learning patterns /
Tang, Yuan
Distributed machine learning patterns / Yuan Tang - New York : Manning, 2024 - xix, 225 p.
Index present
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
Eng
9781617299025
Machine learning
Systems Architecture
006.30285436 / TAN-D
Distributed machine learning patterns / Yuan Tang - New York : Manning, 2024 - xix, 225 p.
Index present
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
Eng
9781617299025
Machine learning
Systems Architecture
006.30285436 / TAN-D