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## What This Is
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This is a resource for understanding and evaluating MLOps platforms. If you're wondering how to evaluate MLOps platforms, see the [Thoughtworks Guide (COMING SOON!)](#). If you know how to evaluate MLOps platforms and want some materials, read on.
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This is a resource for understanding and evaluating MLOps platforms. It is an especially confusing landscape with [hundreds of tools available](https://huyenchip.com/2020/12/30/mlops-v2.html). This project here just looks at platforms.
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Just understanding platforms alone is complex. Platforms have their own specializations and there is no clear line between a tool and a platform. We explain this in the [Thoughtworks Guide (COMING SOON!)](#) and the below illustrates how some of the platforms specialize in particular areas (bottom) and others aim to cover the whole lifecycle with equal focus:
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[MLOps Landscape Diagram](images/whitepaper_MLOps_Landscape.png)
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Even platforms that have a similar scope have different concepts and strategies, making them hard to compare directly. This repository provides resources for evaluating MLOps platforms.
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If you're wondering what process to use to evaluate MLOps platforms, see the [Thoughtworks Guide (COMING SOON!)](#). If you know how to evaluate MLOps platforms and want materials, read on.
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## Format
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