Model Rollouts & Shadow Mode
Ernest emphasizes the power of shadow mode in serving systems, highlighting its role in testing changes quickly. He discusses how companies like Paypal efficiently implement shadow mode, ensuring it doesn't impact production traffic while offering valuable insights for comparison with deployed models.In this clip
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Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84
Related Questions
What is shadow integration as mentioned in the episode Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84 and the clip Model Rollouts & Shadow Mode?
What are the ways to deploy AI models as discussed in the episode Lessons from Studying FAANG ML Systems // Ernest Chan // MLOps Coffee Sessions #84 and the clip Model Deployment Patterns?