You Don't Need Matrix Calculus

• Matrix calculus pops up on social media from time to time, primarily due to the increased popularity of machine learning.
• It lets you differentiate functions of vector or matrix variables even if you are not a fan of automatic differentiation.
• It involves all kinds of complex rules, depending on whether your vectors are row or column vectors, and it gets even worse for matrices.