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Please review this documentation for EC2 Instance types and associated memory and cPU : https://aws.amazon.com/ec2/instance-types/. Also, please review skill builder trainings for your learning. https://explore.skillbuilder.aws/. For example, AWS Technical Essentials training.
The quantity of RAM and CPU are determined by the instance type you select, these can't be varied like you may be used to doing in a more traditional hypervisor - if you need more CPU or RAM then you need to uplift the instance type.
Specs for each instance type, and their cost (which can vary from region to region) are here https://aws.amazon.com/ec2/pricing/on-demand/
Disk will be delivered by Elastic Block Store, the type you should choose depends on your use case, details are here https://aws.amazon.com/ebs/pricing/
You mention that Windows to be "Hyper-V Enabled" and also "VMware Install Requirements". If you're intending to run a hypervisor on this new instance there is more information about running Hyper-V on EC2 here https://aws.amazon.com/blogs/compute/running-hyper-v-on-amazon-ec2-bare-metal-instances/
It's not possible to run VMware on EC2, instead look into VMware Cloud on AWS https://aws.amazon.com/vmware/
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