Link list: Machine Learning with Argo Workflows

The list of tools I mention in my talk "Machine Learning and MLOps with Argo Workflows":

Argo Workflows

• Argo Workflows
• Argo Cron Workflows
• Argo Daemon Containers

Kubernetes and Argo Workflows

• Kubernetes
• Kubernetes GPU configuration
• Kubernetes Persistent Volumes

Programming Languages (and YAML)

• Python
• Kotlin
• Yaml
• Yaml multiline strings

Data, Feature and Model Versioning

• DVC
• Feast
• Pachyderm

Task Orchestration

• Airflow
• Kubeflow
• Luigi

More resources

• Google - Rules of ML
• Awesome MLOps
• Awesome production machine learning