<![CDATA[Stories by Stat Cat on Medium]]> https://medium.com/@statcat?source=rss-e997259471d3------2 https://cdn-images-1.medium.com/fit/c/150/150/1*4FRxVcztbVIaUpx6YMFL9g.png Stories by Stat Cat on Medium https://medium.com/@statcat?source=rss-e997259471d3------2 Medium Sun, 17 May 2026 09:29:38 GMT <![CDATA[How do Neural Networks actually work?]]>

StatCat’s Neural Network Notes

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]]> https://levelup.gitconnected.com/how-do-neural-networks-actually-work-032601a1c4a0?source=rss-e997259471d3------2 https://medium.com/p/032601a1c4a0 Thu, 19 Feb 2026 00:13:24 GMT 2026-02-20T15:11:28.570Z <![CDATA[Machine Learning Bias: How can algorithms be more fair?]]>

The Algorithmic Justice League (AJL) identified 3 social harms stemming from unfair algorithms: loss of opportunity, economic loss, and…

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]]> https://levelup.gitconnected.com/machine-learning-bias-how-can-algorithms-be-more-fair-53616be83b9a?source=rss-e997259471d3------2 https://medium.com/p/53616be83b9a Mon, 02 Sep 2024 01:01:05 GMT 2024-12-26T17:54:46.347Z <![CDATA[A More Intuitive Explanation of Bayesian Statistics]]>

Part 1: Application of Bayes Rule to Frequentist A/B Test Results

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]]> https://levelup.gitconnected.com/an-more-intuitive-explanation-of-bayesian-statistics-db145bc03653?source=rss-e997259471d3------2 https://medium.com/p/db145bc03653 Tue, 02 Apr 2024 22:32:45 GMT 2024-04-12T14:19:52.075Z <![CDATA[Advanced Google Big Query SQL Queries — Part 1]]>

Calculating User Retention in Big Query from Game Analytics Data

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]]> https://levelup.gitconnected.com/advanced-google-big-query-sql-queries-part-1-39f58c35c5c9?source=rss-e997259471d3------2 https://medium.com/p/39f58c35c5c9 Mon, 04 Dec 2023 02:29:05 GMT 2023-12-04T02:29:05.465Z <![CDATA[Understanding Frequentist Statistics]]>

A more intuitive way to think about statistics and confidence intervals.

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]]> https://levelup.gitconnected.com/understanding-frequentist-statistics-75d00467ac9a?source=rss-e997259471d3------2 https://medium.com/p/75d00467ac9a Thu, 30 Nov 2023 13:10:52 GMT 2023-11-30T15:02:55.351Z <![CDATA[Understanding Two Sample T-Test Formulas using Probability]]>

A primer connecting the mathematics of probability to Welch’s T-Test

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]]> https://levelup.gitconnected.com/understanding-two-sample-t-test-formulas-using-probability-8adab2987685?source=rss-e997259471d3------2 https://medium.com/p/8adab2987685 Thu, 30 Nov 2023 13:10:46 GMT 2023-11-30T14:59:52.566Z <![CDATA[How Modern Websites Analyze Visitor Data Using Google Analytics 4]]>

Learn how user data is tracked and analyzed by modern websites & products.

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]]> https://levelup.gitconnected.com/how-modern-websites-analyze-visitor-data-using-google-analytics-4-64e1902469c7?source=rss-e997259471d3------2 https://medium.com/p/64e1902469c7 Wed, 08 Nov 2023 22:34:22 GMT 2023-11-15T13:49:23.102Z