<p>I believe the term for these is &quot;MLOps&quot;.</p>
<p>They are really a specialized kind of platform as a service, so they're comparable to PaaS on the pizza scale.</p>

CC BY-SA 4.0
2023-04-13T20:03:03.973Z
2023-04-13T20:03:03.973Z
Fenton
<p>There are multiple <code>* as a service</code> terms in cloud computing <sup>[<a href="https://www.optimizely.com/insights/blog/pizza-as-a-service/" rel="nofollow noreferrer">1</a>, <a href="https://gist.github.com/alvations/89d65a80ff8caec038552843dea89f37#cloud-infrastructure" rel="nofollow noreferrer">2</a>]</sup>, e.g.</p>
<ul>
<li>Infrastructure as a Service (IaaS)</li>
<li>Platform as a Service (PaaS)</li>
<li>Software as a Service (SaaS)</li>
</ul>
<p>But when it comes to data-related and Jupyter notebook related platforms like,</p>
<ul>
<li>AWS Sagemaker,</li>
<li>Google Colaboratory,</li>
<li>Microsoft Azure ML Studio</li>
</ul>
<p>Where do they fall on the &quot;Pizza&quot; spectrum? And is there a canonical term for these &quot;Jupyter as a service&quot;?</p>

CC BY-SA 4.0
2023-04-13T17:52:11.373Z
Also asked on https://webapps.stackexchange.com/q/170183/147895 but the community thinks it's not applicable on webapps...
alvas
<amazon-web-services><azure><google-cloud-platform><platform-as-a-service>
Cloud infrastructure term for services like AWS Sagemaker, Google Colaboratory, Microsoft Azure ML Studio
alvas
# Cloud infrastructure term for services like AWS Sagemaker, Google Colaboratory, Microsoft Azure ML Studio

(Asked by: username_0 on 2023-04-13)

There are multiple `* as a service` terms in cloud computing [[1](https://www.optimizely.com/insights/blog/pizza-as-a-service/), [2](https://gist.github.com/alvations/89d65a80ff8caec038552843dea89f37#cloud-infrastructure)], e.g.

* Infrastructure as a Service (IaaS)
* Platform as a Service (PaaS)
* Software as a Service (SaaS)

But when it comes to data-related and Jupyter notebook related platforms like,

* AWS Sagemaker,
* Google Colaboratory,
* Microsoft Azure ML Studio

Where do they fall on the "Pizza" spectrum? And is there a canonical term for these "Jupyter as a service"?

**Tags:** amazon-web-services, azure, google-cloud-platform, platform-as-a-service

> **Comments:**
> **username_0**: Also asked on https://webapps.stackexchange.com/q/170183/147895 but the community thinks it's not applicable on webapps...  

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## 1 answers

### Answer by username_1 on 2023-04-13. Score: 1

I believe the term for these is "MLOps".

They are really a specialized kind of platform as a service, so they're comparable to PaaS on the pizza scale.


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