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Guideline in Migrating Microsoft Machine Learning Studio (Classic) to Azure Machine Learning (AML)

ML Studio (classic) documentation is being retired and may not be updated in the future

Korkrid Kyle Akepanidtaworn
3 min readSep 29, 2021

In the early days of Microsoft Cloud, Microsoft launched two product offerings relevant to Machine Learning Development: Azure Machine Learning and Azure Machine Learning Studio (Classic). On some occasion, there was another tool called Azure ML Workbench to help prepare data, develop experiments, and deploy models at cloud scale. With all these complex, redundant terminologies, it caused confusion…Now, it’s all unified and merged under “Azure Machine Learning (AML)”.

In short, these are going to be retired by 31 August 2024.

Azure Machine Learning now provides rich, consolidated capabilities for model training and deploying, we’ll retire the older Machine Learning Studio (classic) service on 31 August 2024. Please transition to using Azure Machine Learning by that date. From now through 31…

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Korkrid Kyle Akepanidtaworn
Korkrid Kyle Akepanidtaworn

Written by Korkrid Kyle Akepanidtaworn

AI Specialized CSA @ Microsoft | Enterprise AI, GenAI, LLM, LLamaIndex, ML | GenAITechLab Fellow, MSDS at CU Boulder

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