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www.evanmiller.org
| | www.jeremykun.com

Machine learning is broadly split into two camps, statistical learning and non-statistical learning. The latter we've started to get a good picture of on this blog; we approached Perceptrons, decision trees, and neural networks from a non-statistical perspective. And generally "statistical" learning is just that, a perspective. Data is phrased in terms of independent and dependent variables, and statistical techniques are leveraged against the data. In this post we'll focus on the simplest example of thi...
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| | backdrifting.net

HyperLogLog: Counting Without Counters
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| | highlyscalable.wordpress.com

Statistical analysis and mining of huge multi-terabyte data sets is a common task nowadays, especially in the areas like web analytics and Internet advertising. Analysis of such large data sets often requires powerful distributed data stores like Hadoop and heavy data processing with techniques like MapReduce. This approach often leads to heavyweight high-latencyanalytical processes and...
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| | smallwarsjournal.com

[AI summary] The article aggregates recent national security news and Korean political commentary, covering topics such as U.S.-Ukraine defense agreements, Russian military activities, and North Korean tensions, alongside global issues related to transnational organized crime and terrorism.
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