Hacker News
- Data scientists shouldn’t need to know Kubernetes https://huyenchip.com/2021/09/13/data-science-infrastructure.html 114 comments
- Why data scientists shouldn’t need to know Kubernetes https://huyenchip.com/2021/09/13/data-science-infrastructure.html 6 comments programming
Linking pages
- MLOps guide https://huyenchip.com/mlops/ 3 comments
- GitHub - janpeuker/awesome-tech-roles: Job titles, roles, career paths by role and responsibility in Software and Information Technology ("IT", "ICT", "Tech") firms. https://github.com/janpeuker/awesome-tech-roles 0 comments
- Human-Centric Data Science on Kubernetes with Metaflow | by Savin Goyal | Argo Project https://blog.argoproj.io/human-centric-data-science-on-kubernetes-with-metaflow-7f60aad34cba?gi=a66e85e4f619 0 comments
- Data is Wicked - by Skylar Payne - Data Chasms https://datachasms.substack.com/p/data-is-wicked 0 comments
- Human-Centric Data Science on Kubernetes with Metaflow | by Savin Goyal | Argo Project https://blog.argoproj.io/human-centric-data-science-on-kubernetes-with-metaflow-7f60aad34cba 0 comments
Linked pages
- YAML: probably not so great after all https://arp242.net/yaml-config.html 765 comments
- https://veekaybee.github.io/2019/02/13/data-science-is-different/ 196 comments
- Beware the data science pin factory: The power of the full-stack data science generalist and the perils of division of labor through function | Stitch Fix Technology â Multithreaded https://multithreaded.stitchfix.com/blog/2019/03/11/FullStackDS-Generalists/ 69 comments
- Full Cycle Developers at Netflix — Operate What You Build | by Netflix Technology Blog | Netflix TechBlog https://netflixtechblog.com/full-cycle-developers-at-netflix-a08c31f83249 59 comments
- Efficient Batch Processing - AWS Batch - AWS https://aws.amazon.com/batch/ 25 comments
- Argo Workflows - The workflow engine for Kubernetes https://argoproj.github.io/argo-workflows/ 20 comments
- MLflow - A platform for the machine learning lifecycle | MLflow https://mlflow.org/ 14 comments
- Open-Sourcing Metaflow, a Human-Centric Framework for Data Science | by Netflix Technology Blog | Netflix TechBlog https://netflixtechblog.com/open-sourcing-metaflow-a-human-centric-framework-for-data-science-fa72e04a5d9 1 comment
- GitHub - couler-proj/couler: Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow. https://github.com/couler-proj/couler 1 comment
- Unpopular Opinion: Data Scientists Should be More End-to-End https://eugeneyan.com/writing/end-to-end-data-science/ 0 comments
- Flyte https://flyte.org/ 0 comments
- Why Not Airflow?. An overview of the Prefect engine for… | by Christopher White | The Prefect Blog | Medium https://medium.com/the-prefect-blog/why-not-airflow-4cfa423299c4 0 comments
- GitHub - pditommaso/awesome-pipeline: A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin https://github.com/pditommaso/awesome-pipeline 0 comments
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