Long time DE here. I recommend trying to build your own data warehouse around something you're interested in. Don't worry about teh scaling - focus on the core engineering, taking data from different places, combining it into a sensible data model, update it automatically every day. Add in more sources.

It's shockingly difficult, and something that only experience can teach.