Data versioning

[ShakutaiGit]

Description

This PR adds a new notebook for dataset versioning in Azure Machine Learning. The notebook covers:

Computing a hash for a dataset.
Checking if a dataset with the same hash already exists in Azure ML.
If the dataset does not exist, uploading it to Azure Blob Storage, registering it as an asset, and tagging the asset with the computed hash.
If it exists, retrieving the asset name, version, and tag.
The notebook includes a step to assign a tag to the asset in Azure ML using the computed hash, ensuring version tracking and identification.

Checklist

• I have read the contribution guidelines.
  • General
  • SDK
  • CLI
• I have coordinated with the docs team ([email protected]) if this PR deletes files or changes any file names or file extensions.
• Pull request includes test coverage for the included changes.
• This notebook or file is added to the CODEOWNERS file, pointing to the author or the author's team.

[jayesh-tanna]

consider to add ownership in v2 notebook file in telemetry

[guybartal]

LGTM

[guybartal]

nit: use same coding convention for all variables

[ShakutaiGit]

This PR Include a Bug fix in another notebook:
https://github.com/Azure/azureml-examples/pull/3437/files#diff-ea7f14fb06f227d934e03e035f48e9a7f47e77a1afcc24e1c7ed83cfb6fdef50L585