Hi Devansh Mistry,
Welcome to the Microsoft Q&A Platform!
Thank you for your feedback and detailed request. We understand how important it is for students to have access to the right resources, like GPU-enabled virtual machines (VMs), to run demanding applications effectively.
At present, the Azure for Students account has some limits. As it allows maximum of 3 virtual CPUs, which means you cannot create VMs that use GPUs. To get access to GPU-enabled resources, you need to upgrade to a Pay-As-You-Go subscription, which may not be a practical option for many students.
You can always request a Quota Increase by upgrading to a Pay-As-You-Go subscription if permissible. This would allow you to request quota increases via Azure Support.
We recommend submitting this feature request directly via the Azure Feedback Portal (https://feedback.azure.com). The product team will get to know your need for resources for student accounts.
If you have any further queries, please do let us know. If the answer is helpful, please click "Accept Answer" and "Upvote it."