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Discrepancies in installing aml sdk v2 (azure-ai-ml module)

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Assessment

Difficulty
2/5
Estimated time
1-3 hours
Newbie friendliness
45/100
Issue type
Documentation
Clarity
Mostly clear
Activity status
Stale
Tech stack
azure, python

Research direction

Compare AzureML-Docset/docs-ref-conceptual/installv2.md with the linked auto-train image models article, starting with their azure-ai-ml installation commands. Search the documentation for other SDK v2 installation instructions, make the commands consistent, and verify the affected article links and examples.

Written by the indexing model from the issue text.

Description

The article - https://learn.microsoft.com/en-us/python/api/overview/azure/ml/installv2?view=azure-ml-py suggests that we need to install aml python SDK v2 using the command:
pip install --pre azure-ai-ml

However, https://learn.microsoft.com/en-us/azure/machine-learning/tutorial-auto-train-image-models?tabs=python says you can install using the following command:

pip install azure-ai-ml

We have inconsistencies in the installation instructions between two articles, and there might be more. Please have consistent installation instructions in all articles.


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