Create Blog Post for Kubeflow SDK 0.4.0 Release

[kramaranya]

Write a blog post announcing the Kubeflow SDK 0.4.0 release, highlighting the major new features and their role in the Kubeflow ecosystem.

The post will provide an overview of key additions including the Model Registry Client, SparkClient API for SparkConnect session management, new SDK documentation website, etc.

Include technical examples demonstrating the new features and explain how they simplify ML workflows. The post should be published before KubeCon and encourage community engagement. This will be a release-focused announcement, pointing to documentation and resources for deeper implementation details.

[kramaranya]

cc @kubeflow/kubeflow-sdk-team @Fiona-Waters

[myesmin]

This is Mohona, Interested in contributing to this!

[Fiona-Waters]

/assign
/assign @myesmin

[Fiona-Waters]

@kramaranya thanks for creating this. Can you confirm what date kubecon takes place so we can make sure to have it ready before then.

[kramaranya]

@kramaranya thanks for creating this. Can you confirm what date kubecon takes place so we can make sure to have it ready before then.

It's 23 March https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/