Machine Learning Model Serving Patterns and Best Practices: A definitive guide to deploying, monitoring, and providing accessibility to ML models in production

Md Johirul Islam Machine Learning Model Serving Patterns and Best Practices Reviews Summary

Ratings Breakdown

Rated 4.9 by 13 people

Pros from Reviews

  • Comprehensive guide
  • Focus on patterns
  • Coverage of cloud-based solutions
  • Well-organized and easy to follow
  • Up-to-date with latest trends
  • Well-written and easy to read
  • Broad and deep hands-on overview
  • Useful tools for model serving

Cons from Reviews

  • Limited content on managed cloud serving solutions
  • Relatively light coverage of SageMaker

Notable Features

Deploying
Monitoring
Accessibility
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