Machine Learning Studio Classic Retirement: Transitioning to Azure Machine Learning in Excel
Question details
Excel users need a replacement for the retired Machine Learning Studio (classic) to continue building predictive analytics and machine-learning projects.
- Product
- Excel / Azure
- Device & OS
- not provided
- Scenario
- Users seeking an individual-friendly machine learning service after the retirement of Machine Learning Studio (classic).
- Observed behavior
- Machine Learning Studio (classic) retired on August 31, 2024, requiring users to find and transition to a new platform for data modeling.
Ensure you have an active Microsoft Azure account and a basic understanding of modern machine learning frameworks before migrating your legacy projects.
Migrate to Azure Machine Learning for Predictive Analytics
Azure Machine Learning is the official successor to the classic studio, offering advanced model training, deployment, and comprehensive framework support.
With the retirement of Machine Learning Studio (classic), Microsoft has transitioned its machine learning services entirely to Azure Machine Learning. This new platform provides robust tools for individuals and enterprise users alike to train and deploy predictive models directly from their datasets.
Visit the official Microsoft Azure website to create an account. You can start with a free trial to explore the capabilities of Azure Machine Learning without upfront costs.
Log into the Azure portal, search for 'Machine Learning' in the top search bar, and click 'Create' to set up a new workspace for your predictive analytics projects.
Save your Excel datasets as CSV files. In your Azure Machine Learning workspace, navigate to 'Data' and upload these files as datastores to be used for model training.
Utilize built-in tools or supported frameworks like PyTorch, TensorFlow, and scikit-learn to build, monitor, and deploy your predictive models.
Utilize Microsoft Documentation and Learning Paths
For users new to Azure Machine Learning, Microsoft provides comprehensive tutorials and courses tailored for beginners and individuals.
Prepare Your Machine Learning Data Seamlessly with WPS Office
While migrating your advanced machine learning models to Azure, you need a reliable tool for daily data preparation and analysis. WPS Office offers a lightweight, highly compatible spreadsheet application to manage and clean your datasets effortlessly before uploading them to the cloud.
Frequently Asked Questions
When did Machine Learning Studio (classic) officially retire?
Machine Learning Studio (classic) was officially retired by Microsoft on August 31, 2024. Users are now directed to use Azure Machine Learning for all their predictive analytics and data modeling needs.
Does Azure Machine Learning offer a free tier for individual Excel users?
Yes, Microsoft offers a free trial for Azure Machine Learning. This allows individual users to test out model training, deployment, and management features before committing to a paid subscription tier.
What machine learning frameworks are supported in the new Azure service?
Azure Machine Learning supports modern and widely used machine learning frameworks, including PyTorch, TensorFlow, and scikit-learn, providing much greater flexibility and power than the classic studio.
