ML Platforms

Chapter 2a: ML Platforms

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• Section 2a.1: The MLOps Lead’s Guide to Designing & Operationalizing Machine Learning Platforms

• Section 2a.2: ML Platforms: Industry Case Studies

  • Uber Michelangelo

  • LinkedIn DARWIN

  • Netflix Recommendation

  • Shopify Merlin

  • Zomato: Real-time ML

  • Coveo: MLOPs at reasonable scale

  • Monzo ML Stack

  • Didact AI

  • Instacart Griffin

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Block Diagram: ML Platform

• Source: Machine Learning Operations (MLOps): Overview, Definition, and Architecture

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