Kubeflow MLOps : Automatic pipeline deployment with CI / CD / CT

Kubeflow MLOps : Automatic pipeline deployment with CI / CD / CT

Create an advanced Kubeflow pipeline, and automate its deployments and updates with continuous integration, deployment and training

In my previous kubeflow article, we went through the following steps necessary to have a functioning pipeline :

• Create a Kuberneter cluster
• Install Kubeflow
• Create a container registry
• Build a container image and push it to your registry
• Give Kubeflow access to your S3 buckets …

automation cd ci data science deployment kubeflow kubeflow-pipelines mlops pipeline