# ML Platforms

```{toctree}
:hidden:

ml_platforms
uber
linkedin
netflix
shopify
zomato
coveo
monzo
didact
```

##
### Chapter 2a: ML Platforms
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*	**[Section 5.1: The MLOps Lead's Guide to Designing & Operationalizing Machine Learning Platforms](ml_platforms.md)**

*	**[Section 5.2: ML Platforms: Industry Case Studies]**
	*	[Uber Michelangelo](uber.md)
	*	[LinkedIn DARWIN](linkedin.md)
	*	[Netflix Recommendation](netflix.md)
	*	[Shopify Merlin](shopify.md)
	*	[Zomato: Real-time ML](zomato.md)
	*	[Coveo: MLOPs at reasonable scale](coveo.md)
	*	[Monzo ML Stack](monzo.md)
	*	[Didact AI](didact.md)

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**Block Diagram: ML Platform**

<img src="../../_static/mlops/ch2a_platform/arch.png"/>

- [Source: Machine Learning Operations (MLOps): Overview, Definition, and Architecture](https://arxiv.org/pdf/2205.02302)
___