[Task]: Create MLTransform notebooks for each transform

[AnandInguva]

What needs to happen?

Right now, this is the notebook that provides what MLTransform is and how to use it. Divide this notebook into multiple notebooks targeting single functionality.

Issue Priority

Priority: 2 (default / most normal work should be filed as P2)

Issue Components

• Component: Python SDK
• Component: Java SDK
• Component: Go SDK
• Component: Typescript SDK
• Component: IO connector
• Component: Beam YAML
• Component: Beam examples
• Component: Beam playground
• Component: Beam katas
• Component: Website
• Component: Spark Runner
• Component: Flink Runner
• Component: Samza Runner
• Component: Twister2 Runner
• Component: Hazelcast Jet Runner
• Component: Google Cloud Dataflow Runner

[AnandInguva]

Notebooks to offer

1. Compute and apply vocab notebook
2. TFIDF notebook
3. Scaling notebook
4. Vertex AI embeddings
5. Hugging face embeddings

[AnandInguva]

1, 3, 4, 5 are completed.

[github-actions]

This issue has been marked as stale due to 150 days of inactivity. It will be closed in 30 days if no further activity occurs. If you think that’s incorrect or this issue still needs to be addressed, please simply write any comment. If closed, you can reopen the issue at any time. Thank you for your contributions.

[github-actions]

This issue has been closed due to lack of activity. If you think that is incorrect, you can reopen the issue at any time.