After discovering that Linux sucks on the Intel Stick (Read Intel Compute Stick) I wanted to try out Windows; it was that or out the window....
Took me some time to finds the correct way, You need a EFI Bootable ISO or DVD (my Windows 7 32-bit) did not work; i needed an Windows 8 Image (also 32-bit, Windows 64 bit is not supported)
Install Rufus on a Windows pc and follow this guide: https://communities.intel.com/thread/75197 to make a boo
Then, set the OS to Windows on the Stick in the BIOS; otherwise it wont boot from USB - and reboot pressing F10
Select the USB stick and start the Install
During Install, delete all Drives and create one "large" at aprox. 8 GB - Format with NTFS and Install Windows. this will problably destroy the recovery possibilities of the Stick
After install, the C:\ drive is filled, so You need to try and free some Space, here are some tips:
http://www.howtogeek.com/174705/how-to-reduce-the-size-of-your-winsxs-folder-on-windows-7-or-8/
Also, try to change IE Download settings to SD or USB:
http://www.sevenforums.com/tutorials/112232-internet-explorer-change-default-download-location.html