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# MLOps Engines — State of Open Source AI Book
[https://book.premai.io/state-of-open-source-ai/mlops-engines/](https://book.premai.io/state-of-open-source-ai/mlops-engines/)
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When a model is deployed in production, detecting changes and anomalies in new incoming data is critical to make sure that the predictions are valid and can be safely consumed. Therefore, users should…
rnyak updated
8 months ago
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ML development
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Do we need to have a separate repo for Medical Device Regulations compliance? Things like quality management system, requirements traceability etc. Ideally we want a single CI/CD process that is suita…
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I've run:
```
import dbdemos
dbdemos.install('mlops-end2end')
```
I've checked the job and it has the following failure message:
```
run failed with error message
Notebook not found: /U…
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**Describe the bug**
When deploying the mlops module in `./manifests/mlops`, the deployment has a bunch of issues due to deprecated dependencies and runtimes.
The EKS module in particular can't be…
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# MLOps 관련 책, 강의 리뷰 (DMLS, FSDL) | Swalloow Blog
MLOps는 다양한 지식과 컴포넌트를 다루고 있어 따로 공부하다보면 중요한 부분을 놓치고 도구에만 집착하게 되는 경우도 많습니다. 반면 알려진 책이나 강의를 들으니 퍼즐 조각들이 맞춰지는 것처럼 흩어져 있는 지식들이 하나로 정리되는 느낌을 받을 수 있었습니다. 이 글에…
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https://www.hpe.com/us/en/resources/solutions/kubernetes-mlops.html
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Hello,
I would like to add our column to the spreadsheet.
**File:** [MLOps Platforms Comparison Matrix - Public Sheet.xlsx](https://github.com/thoughtworks/mlops-platforms/files/7685892/MLOps.Plat…