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Download VMWare PowerCLI 6.5 and install. PowerCLII may ask you to first install Windows Management Framework 3.0.
Another set of instructions here seem to say I should use PowerCLI 5.1 and PowerShell 3.0.
Start Menu, Right Click "Windows Power Shell" and choose "Run as administrator".
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