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Osipov, Carl MLOps Engineering at Scale ISBN 13: 9781617297762

MLOps Engineering at Scale - Softcover

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Synopsis

Dodge costly and time-consuming infrastructure tasks, and rapidly bring your machine learning models to production with MLOps and pre-built serverless tools!

In MLOps Engineering at Scale you will learn:

    Extracting, transforming, and loading datasets
    Querying datasets with SQL
    Understanding automatic differentiation in PyTorch
    Deploying model training pipelines as a service endpoint
    Monitoring and managing your pipeline’s life cycle
    Measuring performance improvements

MLOps Engineering...

About the Author

Carl Osipov has been working in the information technology industry since 2001, with a focus on projects in big data analytics and machine learning in multi-core, distributed systems, such as service-oriented architecture and cloud computing platforms. While at IBM, Carl helped IBM Software Group to shape its strategy around the use of Docker and other container-based technologies for serverless cloud computing using IBM Cloud and Amazon Web...

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  • PublisherManning
  • Publication date2022
  • ISBN 10 1617297763
  • ISBN 13 9781617297762
  • BindingPaperback
  • LanguageEnglish
  • Number of pages344
  • Rating
    • 3.17 out of 5 stars
      6 ratings by Goodreads

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