How Netflix designed Axion, their fact store utilized for computing ML features online, and the lessons learned throughout the process.
Read it!"What do R2, laboratory error analysis, ensemble learning, meta-analysis, and financial portfolio risk all have in common? The answer is that they all depend on a fundamental principle of statistics that is not as widely known as it should be. Once this principle is understood, a lot of stuff starts to make more sense."
Read it!How Dynamic Meter, the New York Times ML model that sets personalized meter limits and makes the paywall smarter, works.
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