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Go into the device manager.
The Beaglebone Board should show up as a device, right click on the device and select
“Update Driver.”
Next click “Browse my computer for drivers” > “Let me pick from a list” > “Network
Adaptors” > “Microsoft” > “USB RNDIS Adaptor.” Note in some cases this may also be
named Remote RNDIS or may be under the Microsoft Corp folder.
You may need to unplug the USB and replug in the USB to reboot the Beagleboard.
Turn on the machine and start using.
This article has also been helpful to some Windows 7-10 users trying to install the Microsoft RNDIS driver.
If If after following the above steps you are still experiencing connection issues, please let us know here.