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I have a pet theory that any given system has a maximum cleverness budget. Make sure to spend it on the things which actually matter in your problem domain. In
by adw 10y ago
I have a pet theory that any given system has a maximum cleverness budget. Make sure to spend it on the things which actually matter in your problem domain.
Interesting data products often have to spend a lot of that cleverness budget in the algorithmic layer – machine learning and statistics. So when I work on that kind of thing, I've learned to have a real appreciation for boring data storage. I'll even happily use MySQL; the ways in which MySQL can suck are very well-understood and that's a hugely underappreciated virtue.
- fuck_google 10y agoOn the other hand having the right kind of data storage can greatly benefit some algorithms. For example a graph database might work better with some graph based algorithms.
- shredwheat 10y agoThis 'cleverness budget' is a fantastic term. Thank you!