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1. Document why and what this sample demonstrates.
2. Write unit tests for the sample.
3. Create CI/CD pipeline for the sample
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I write here some general concepts as a references or notes for bits that could be helpful to the community.
I suggest reading [this paper](https://arxiv.org/abs/2103.11251) for an overview of curren…
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# MLOpsに関する記事をスクラップする
- **Awesome MLOps**
- https://github.com/visenger/awesome-mlops
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I went through these steps yesterday, at which when trying to modify the pipeline for Step 6, I receive an error stating that the task in unsupported - which I reported yesterday.
However, it appe…
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### Describe the bug or the issue that you are facing
I'm trying to implement hyperparameter tuning in the default train pipeline by setting up a sweep job. It errors out during the run-model-train…
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# Outline
This post will elaborate on how to effectively use Machine Learning infrastructure. Namely, the best practice in building, maintaining and scaling production-ready deep learning systems.
…
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https://github.com/microsoft/mlops-promptflow-prompt/blob/development/.github/workflows/basic_flow_ci.yml#L102 as a reference
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FuseML recipe templates (or actions) are the main concept FuseML is based on. Currently, a FuseML action is expressed as a Tekton pipeline, but as we add more and more actions, we need to define a mor…
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## Why
推薦・機械学習勉強会は、推薦や機械学習、その周辺技術を通じてサービスを改善することにモチベーションのある人達の集まりです。ニュースやブログから論文まで、気になったものについてお互い共有しましょう!
発信のため、ここは **public** にしてあります。外部からの参加をご希望の方は樋口(https://twitter.com/zerebom_3) まで DM を送るか、…
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### Is there an existing integration?
- [X] I have searched the existing integrations.
### Use Case
**MindsDB** is amazing at enabling everyone to quickly create machine-learning models. A rapid de…