How do you unravel the mysteries of data?

Any preferred programs , databases or frameworks you commonly use?? I prefer to keep myself learning and I wanna try my hand at new things. Anyhting that helps me make models more accurate, I’ll welcome. Please do feel free to share

data databases datascience frameworks free