Link list: Deploy ML Models with Kubernetes

The list of tools I mention in my talk "Model Serving: Deploy ML Models with Kubernetes":

Kubernetes

• Kubernetes
• Kubernetes GPU configuration
• Kubernetes CRD
• Docker
• Istio
• KNative

Programming Languages (and YAML)

• Python
• Kotlin
• Yaml
• Yaml multiline strings

Frameworks

• PyTorch
• Tensorflow
• Ktor
• FastAPI
• XGBoost

OpenAI

• OpenAI API

Serving tools

• Seldon
• KServe
• KubeFlow

Argo Workflows

• Argo Workflows
• Argo Artifacts
• Argo Daemon Containers