(??) AI?????

1. ML
2. Dataset / Model Registry ML pipeline
3. MLflowLabel StudioDVCFeastKubeflowAirflow
4. Serving TorchServeTritonLitServe CI/CD GitLab/Jenkins/ArgoCDDockerKubernetesHarbor
5. Python Framework/SDK MLDevOps API Data Scientist
6.
7. SLI/SLO
8. Data ScientistIT/Infra

(.8)

()

No
No

No

1. MLOps/MLDevOps
2. API
3. Python pandasscikit-learnPyTorchTensorFlow
4. MLflowDVCKubeflowAirflowFeastKafkaDockerKubernetesCI/CD PipelineGitLab/Jenkins/ArgoCD
5. AWS/GCP/Azure/On-Premises
6.

1. AI/ML ML pipeline
2. GPU/TorchServeTritonRay Serve
3. AI /MLOps
4. ML Governancedata lineage