Primer on the math of Machine...

Summarizing, probability distribution function for Discrete Random Variables is called Probability Mass Function (PMF) and that for Continuous Random Variables is called Probability density function.

$3. Derivates and Matrix Calculus$

I highly recommend these PDFs to brush up Matrix calculus fundamentals.

$Source - https://atmos.washington.edu/~dennis/MatrixCalculus.pdf$

Source – https://arxiv.org/pdf/1802.01528.pdf

$References:$

https://en.wikipedia.org/wiki/Dot_product

Khan Academy - https://www.youtube.com/watch?v=dOr0NKyD31Q

Primer on the math of Machine...

3. Derivates and Matrix Calculus

References:

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$3. Derivates and Matrix Calculus$

$References:$