Make sure you have Windows10 Home.
Since Docker is not available for Windows 10 Home, some workarounds are required and are solved by following this guide.
Download Docker but do not install yet.
Pretend being a Windows10 Pro user
Open the "Registry Editor" and go to the following path:
Windows 10 Pro
Immediately open the downloaded Docker File and install Docker.
Change Docker File sharing settings and give access to
Change Docker's default memory to 4.00 GB