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khuyentran1401 authored Feb 4, 2024
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| DagsHub: a GitHub Supplement for Data Scientists and ML Engineers | [🔗](https://towardsdatascience.com/dagshub-a-github-supplement-for-data-scientists-and-ml-engineers-9ecaf49cc505) | [🔗](https://dagshub.com/khuyentran1401/dagshub-demo)
| 4 pre-commit Plugins to Automate Code Reviewing and Formatting in Python | [🔗](https://mathdatasimplified.com/4-pre-commit-plugins-to-automate-code-reviewing-and-formatting-in-python-2/) | [🔗](https://github.com/khuyentran1401/Data-science/tree/master/productive_tools/precommit_examples) | [🔗](https://youtube.com/playlist?list=PLnK6m_JBRVNqskWiXLxx1QRDDng9O8Fsf)
| BentoML: Create an ML Powered Prediction Service in Minutes | [🔗](https://towardsdatascience.com/bentoml-create-an-ml-powered-prediction-service-in-minutes-23d135d6ca76) | [🔗](https://github.com/khuyentran1401/customer_segmentation/tree/bentoml_demo) | [🔗](https://youtu.be/7csscNQnbnI)
| How to Structure a Data Science Project for Maintainability (with DVC) | [🔗](https://mathdatasimplified.com/how-to-structure-a-data-science-project-for-readability-and-transparency-2/) | [🔗](https://github.com/khuyentran1401/data-science-template/tree/dvc-poetry) | [🔗](https://youtu.be/TzvcPi3nsdw)
| How to Structure a Data Science Project for Maintainability (with DVC) | [🔗](https://mathdatasimplified.com/how-to-structure-a-data-science-project-for-readability-and-transparency-2/) | [🔗](https://github.com/khuyentran1401/data-science-template) | [🔗](https://youtu.be/TzvcPi3nsdw)
| How to Structure an ML Project for Reproducibility and Maintainability (with Prefect) | [🔗](https://mathdatasimplified.com/how-to-structure-an-ml-project-for-reproducibility-and-maintainability-3/) | [🔗](https://github.com/khuyentran1401/data-science-template/tree/prefect)
| GitHub Actions in MLOps: Automatically Check and Deploy Your ML Model | [🔗](https://khuyentran1476.medium.com/github-actions-in-mlops-automatically-check-and-deploy-your-ml-model-9a281d7f3c84) | [🔗](https://github.com/khuyentran1401/employee-future-prediction)
| Create Robust Data Pipelines with Prefect, Docker, and GitHub | [🔗](https://towardsdatascience.com/create-robust-data-pipelines-with-prefect-docker-and-github-12b231ca6ed2) | [🔗](https://github.com/khuyentran1401/prefect-docker)
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