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Are there any Windows based words or terminologies I need to be aware of working as Qlikview Admin?
The first thing you should do is go through the System Administration course for QlikView:
https://www.qlik.com/us/services/training/qlikview-training
System Administrators & Enterprise Architects
The next thing would be to go through all the Admin related Help items as well as reviewing the QMC Help items, which you get to via the Help link in the upper right corner of any QMC page.
https://help.qlik.com/en-US/qlikview/April2019/Subsystems/QMC/Content/QV_QMC/Administering.htm
That should be a good starting point for you, but it takes time to actually learn things and time spent in the environment learning what occurs when you do things etc. I have been with the company 15 years and I still learn new things daily, so this is not something you are going to master in a few days. Hopefully this helps, shout back if you have further questions.
Regards,
Brett