Hi @Tapati Bagchi ,
Welcome to the Microsoft Q&A Platform! Thank you for asking your question here.
Upgrading your Azure for Students subscription to a paid plan will grant you access to GPU-based VMs. Paid subscriptions give you the ability to use a broader range of Azure services, including those that need GPU acceleration.
Please refer to below given links for more detailed information-https://learn.microsoft.com/en-us/answers/questions/2157302/clarification-on-gpu-access-after-upgrading-azure
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