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Post Category → Machine Learning

Visualizing Hidden Markov Models

posted in Machine Learning on February 8, 2020 by TheBeard 2 Comments

In this article, the notations behind expressing an Hidden Markov Model are explored through formal definitions, state diagrams and examples.

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The Markov Property

posted in Machine Learning on January 30, 2020 by TheBeard 0 Comments

This article explores the underlying assumption of a Markov Chain through an example. A probabilistic automaton and a mathematical representation of the chain are discussed.

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The Gaussian Distribution

posted in Machine Learning on January 27, 2020 by TheBeard 0 Comments

This article discusses the various properties of a Gaussian distribution, reasons why it is a valid probability distribution followed by mathematical derivations of its mean and variance.

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