Scaling Up Machine Learning

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  • Scaling Up Machine Learning Book Detail

  • Author : Ron Bekkerman
  • Release Date : 2012
  • Publisher : Cambridge University Press
  • Genre : Computers
  • Pages : 493
  • ISBN 13 : 0521192242
  • File Size : 58,58 MB

Scaling Up Machine Learning by Ron Bekkerman PDF Summary

Book Description: This integrated collection covers a range of parallelization platforms, concurrent programming frameworks and machine learning settings, with case studies.

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Scaling Up Machine Learning

Scaling Up Machine Learning

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This integrated collection covers a range of parallelization platforms, concurrent programming frameworks and machine learning settings, with case studies.

Human-in-the-Loop Machine Learning

Human-in-the-Loop Machine Learning

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Machine learning applications perform better with human feedback. Keeping the right people in the loop improves the accuracy of models, reduces errors in data,

Distributed Machine Learning Patterns

Distributed Machine Learning Patterns

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Practical patterns for scaling machine learning from your laptop to a distributed cluster. Scaling up models from standalone devices to large distributed cluste

MLOps Engineering at Scale

MLOps Engineering at Scale

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