offer VMs with more than 20 CPUs
GCE and AWS both have single VM instances with 64 or 128 CPUs per machine, it is ludicrous that the biggest data science VM on azure is only 20 cores.
Faiz Shaikh commented
https://azure.microsoft.com/en-us/blog/largest-vm-in-the-cloud/ . Still only 32 cores. Did you check this out ?