https://github.com/zerohertz/mlops-breast-cancer

🤖 Breast cancer wisconsin (diagnostic) dataset 기반 MLOps 연습 🤖
https://github.com/zerohertz/mlops-breast-cancer

docker fastapi grafana kafka mlflow mlops

Last synced: 21 days ago
JSON representation

🤖 Breast cancer wisconsin (diagnostic) dataset 기반 MLOps 연습 🤖

• Host: GitHub
• URL: https://github.com/zerohertz/mlops-breast-cancer
• Owner: Zerohertz
• Created: 2023-01-24T15:09:58.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-05-15T13:11:39.000Z (8 months ago)
• Last Synced: 2024-11-01T18:42:15.236Z (2 months ago)
• Topics: docker, fastapi, grafana, kafka, mlflow, mlops
• Language: Python
• Homepage:
• Size: 116 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
 
 💻 MLOps 연습 💻 
 


Used data: [Breast Cancer Wisconsin (Diagnostic) Data Set](https://www.kaggle.com/datasets/uciml/breast-cancer-wisconsin-data)

1. [Database](https://zerohertz.github.io/mlops-for-mle-database/)

2. [Model Development](https://zerohertz.github.io/mlops-for-mle-model-development/)

3. [Model Registry](https://zerohertz.github.io/mlops-for-mle-model-registry/)

4. [FastAPI](https://zerohertz.github.io/mlops-for-mle-fastapi/)

5. [API Serving](https://zerohertz.github.io/mlops-for-mle-api-serving/)

6. [Kafka](https://zerohertz.github.io/mlops-for-mle-kafka/)

7. [Stream](https://zerohertz.github.io/mlops-for-mle-stream/)

![Result](https://user-images.githubusercontent.com/42334717/223958893-4b4df8e0-9916-42eb-b7c1-31b41be4c3cd.gif)

---

> References

1. [MLOps for MLE](https://mlops-for-mle.github.io/tutorial/)

2. [GitHub: mlops-for-mle/mlops-for-mle](https://github.com/mlops-for-mle/mlops-for-mle)