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Selfhosted
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Bear in mind, a system that is built to be a dedicated server will be meant to crunch data. That means 2 things:
loud fans
heavy electricity use
If you just want a lab, I suggest getting a desktop PC and loading a server OS on it. Practical hardware experience isn't too valuable because platforms change and they usually make them super simple to maintenance with lots of online support. Getting a desktop will also save you some bread on initial investment.
A self-hosting server does not necessarily crunch data and it doesn't have to have loud fans or use lots of power. It can idle in the 15-20W range with an Intel CPU and if you put the HDDs on standby when idle.
Yep, I'm speaking in generalities. Overall, my point is that a homelab doesn't need something expensive because it may not be heavily used, so most of those features are not necessary. If the guy had mentioned running a business or customers, that'd be a different story.
You even had to qualify your own statement that one has to modify hard drive power consumption to achieve acceptable noise levels.
I had a SIEM running on a mini-pc like a champ. It cost me fifteen bucks and taught me a lot. Build to requirement, not title.