aporia-ai/mlplatform-workshop
A template repository for building an ML platform with experiment tracking, data versioning, and model serving infrastructure.
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This repository provides example code and architecture for building a basic ML platform. It includes a Cookiecutter-based project template for data scientists and Pulumi infrastructure code that provisions shared ML platform resources such as Kubernetes clusters, MLFlow for experiment tracking, DVC for data versioning, and FastAPI for model serving. The project demonstrates MLOps practices including CI/CD integration via GitHub Actions.
Frequently asked
- What is aporia-ai/mlplatform-workshop?
- A template repository for building an ML platform with experiment tracking, data versioning, and model serving infrastructure.
- Is mlplatform-workshop open source?
- Yes — aporia-ai/mlplatform-workshop is open source, released under the MIT license.
- What language is mlplatform-workshop written in?
- aporia-ai/mlplatform-workshop is primarily written in TypeScript.
- How popular is mlplatform-workshop?
- aporia-ai/mlplatform-workshop has 445 stars on GitHub.
- Where can I find mlplatform-workshop?
- aporia-ai/mlplatform-workshop is on GitHub at https://github.com/aporia-ai/mlplatform-workshop.