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Merge pull request #5 from eldinesh/main
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added Khan Academy resources
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omarsar authored May 29, 2022
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Expand Up @@ -73,5 +73,27 @@ A comprehensive and accessible overview of the mathematics behind most learning

Book: https://cs.nyu.edu/~mohri/mlbook/


## Statistics and probability
*by Khan Academy*

A complete overview of statistics and probability required for machine learning.

Course: https://www.khanacademy.org/math/statistics-probability

## Linear Algebra
*by Khan Academy*

Vectors, matrics, operations on them, dot & cross product, matrix multiplication etc. is essential for the most basic understanding of ML maths.

Course: https://www.khanacademy.org/math/linear-algebra

## Calculus
*by Khan Academy*

Precalculus, Differential Calculus, Integral Calculus, Multivariate Calculus

Course: https://www.khanacademy.org/math/calculus-home

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This collection is far from exhaustive but it should provide a good foundation to start learning some of the mathematical concepts used in machine learning. Reach out on [Twitter](https://twitter.com/omarsar0) if you have any questions.

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