Distributed machine learning patterns / Yuan Tang
Material type:
TextPublication details: New York : Manning, 2024Description: xix, 225 pISBN: - 9781617299025
- 006.30285436 TAN-D
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| UMT Main Campus | 006.30285436 TAN-D (Browse shelf(Opens below)) | Available | 153301 |
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| 006.302 GUN-A AI for communication / | 006.302465 ART- Artificial intelligence and machine learning for business for non-engineers / | 006.30285436 MUL- Multi-agent oriented programming : | 006.30285436 TAN-D Distributed machine learning patterns / | 006.303 HUN-A Artificial intelligence & expert systems sourcebook | 006.31 ADV- Advancing edge artificial intelligence : system contexts / | 006.31 AIB- AI-based advanced optimization techniques for edge computing / |
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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
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