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Machine Learning Design Patterns

- Solutions to Common Challenges in Data Preparation, Model Building, and MLOps

af Valliappa Lakshmanan
Machine Learning Design Patterns af Valliappa Lakshmanan
Bag om Machine Learning Design Patterns

The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781098115784
  • Indbinding:
  • Paperback
  • Sideantal:
  • 400
  • Udgivet:
  • 31. oktober 2020
  • Størrelse:
  • 233x177x25 mm.
  • Vægt:
  • 706 g.
  • 8-11 hverdage.
  • 5. december 2024
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The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice.

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