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if I gave you three cubes and asked how many colors there are well itamp;#39;s not that hard of a question but what about a million cubes how many unique colors are in this pile and how would you even go about figuring that out today weamp;#39;re talking about hyper log log an algorithm which does just that now before you click away you donamp;#39;t need to know anything about programming to understand how this works it simply takes a little observation about flipping coins and extrapolates that out to its logical conclusion this is such an important algorithm that despite being relatively new itamp;#39;s used by every major tech company and most modern scalable databases Google even spent time and resources refining this technique I think youamp;#39;ll find this really interesting even if you donamp;#39;t know anything about programming so the problem at hand is counting distinct or unique elements our example had three distinct colors we could add more Cubes but still only have
