# Mathematics of Machine Learning

3 posts

Mathematics of Machine Learning

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## Mathematics of Machine Learning: Introduction to Probability Theory

In this article we introduce another important concept in the field of mathematics for machine learning: probability theory.…

Mathematics of Machine Learning

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## Mathematics of Machine Learning: Introduction to Multivariate Calculus

Continuing in our Mathematics for Machine Learning series, in this article we introduce an importance concept in machine learning: multivariate calculus.…

Mathematics of Machine Learning

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## Mathematics of Machine Learning: Introduction to Linear Algebra

In this article we introduce the first step in the mathematical foundation of machine learning: linear algebra.…