Deploying ML projects with Argo CD

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Kubernetes Landing Page
1

Kubernetes

Kubernetes is an open source orchestration system for Docker containers
Pricing:
- Open Source
To address these issues, this article demonstrates how Argo CD, a Kubernetes continuous delivery tool, can simplify the deployment process and transform how ML engineers and data scientists implement their projects. You will also learn to effectively package and seamlessly share your ML projects using KitOps: a ModelKit-based packaging tool.

#Developer Tools #DevOps Tools #Containers As A Service 357 social mentions
KitOps Landing Page
2

KitOps

Simple, secure, and reproducible packaging for AI/ML projects
Pricing:
- Open Source
- Free
To address these issues, this article demonstrates how Argo CD, a Kubernetes continuous delivery tool, can simplify the deployment process and transform how ML engineers and data scientists implement their projects. You will also learn to effectively package and seamlessly share your ML projects using KitOps: a ModelKit-based packaging tool.

#Developer Tools #Machine Learning #AI 11 social mentions
FastAPI Landing Page
3

FastAPI

FastAPI is an Open Source, modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
Pricing:
- Open Source
- Free
5/ You will also need to create an API for deployment, so install FastAPI. Since you have installed a new library, you will also need to freeze the dependencies.

#Developer Tools #API Tools #Python Programming 286 social mentions