Mathematics


Bayes Theory

Although there are many interpretations of Bayes Theorem, let’s start with this one: Bayes Theory gives us a way to update a prediction based on observation of new evidence.

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Linear Algrebra

We’ve mentioned before that machine learning is really just glorified regression. But neural networks are just one way to do this. If we’re working with matrices, linear algrebra gives us many ways to extract patterns from our data as well.

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Eigen Values

Eigenvalues are everywhere, from machine learning, to structural mechanics, to dynamics, to linear algebra. So just exactly what are these strange numbers?

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Mathematics | Notes