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OpenStack Lab has no Network

This is because when you are logged in to the Horizon web GUI you need to select the correct tenant at the top.  
A lot of times after logging in as demo for example at the top it will show that you have selected "Invisible_to_admin".
Just drop that down to demo which has the needed networks.
Screen Shot examples below: