MLOps Engineering at Scale /
MLOps Engineering at Scale teaches you how to implement efficient machine learning systems using pre-built services from AWS and other cloud vendors. This easy-to-follow book guides you step-by-step as you set up your serverless ML infrastructure, even if you've never used a cloud platform befo...
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| Format: | eBook |
| Language: | English |
| Published: |
Manning Publications,
2022.
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| Edition: | 1st edition |
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| Online Access: | Connect to this electronic resource |
| Summary: | MLOps Engineering at Scale teaches you how to implement efficient machine learning systems using pre-built services from AWS and other cloud vendors. This easy-to-follow book guides you step-by-step as you set up your serverless ML infrastructure, even if you've never used a cloud platform before. You'll also explore tools like PyTorch Lightning, Optuna, and MLFlow that make it easy to build pipelines and scale your deep learning models in production. |
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| Physical Description: | 1 online resource (344 pages) |
| Format: | Mode of access: World Wide Web. |