Answers: <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>
  
Answers: CC BY-SA 4.0
Answers: 2023-04-13T20:03:03.973Z
Answers: 2023-04-13T20:03:03.973Z
Answers: Fenton
Body: <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>
  
Comments: CC BY-SA 4.0
Comments: 2023-04-13T17:52:11.373Z
Comments: Also asked on https://webapps.stackexchange.com/q/170183/147895 but the community thinks it's not applicable on webapps...
Comments: alvas
Tags: <amazon-web-services><azure><google-cloud-platform><platform-as-a-service>
Title: Cloud infrastructure term for services like AWS Sagemaker, Google Colaboratory, Microsoft Azure ML Studio
UserDisplayName: alvas
ThreadText: # 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...  
  
  ---
  
  ## 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.
  
  
  ---
  
  