Human-in-the-Loop MLOps - Boost Model Performance by 40%

Human-in-the-Loop MLOps - Boost Model Performance by 40%

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00:00 Introduction and Overview

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1 of 10

00:00 Introduction and Overview

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Human-in-the-Loop MLOps - Boost Model Performance by 40%

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  1. 1 00:00 Introduction and Overview
  2. 2 01:02 The Extremes of ML Ops
  3. 3 02:08 The Third Way: Humans with Machines
  4. 4 02:35 Case Study: FinTech Fraud Detection
  5. 5 03:36 Pattern 1: Tiered Autonomy
  6. 6 05:19 Pattern 2: Observable ML Models
  7. 7 06:58 Pattern 3: Human in the Loop Pipeline
  8. 8 08:57 Pattern 4: Scalable Oversight
  9. 9 10:09 Measuring Success in Human-in-the-Loop Systems
  10. 10 11:20 Conclusion: The Future of ML Ops

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