LINALG — Matrix multiplication

Jaehoon Jang
2 min readJul 8, 2022

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Matrix multiplication as composition — 3Blue1Brown

The composition, or the mixture of the transformations is matrix multiplication.

Concept outline

When I first encountered this concept, I came up with a sentence: “The end justifies the means”. Let’s look at some matrices.

Here, we are going to rotate and sheer the vector in written order. Note that we should follow where i-hat and j-hat lands, just like the post before.

If we go through this 2 steps of process, the i-hat and j-hat will be rotated and sheared, and land there. However, we can directly move i-hat and j-hat to the landing point, not needing to go through that 2 steps of process.

Because it has the same effect.

The final product(landing point of i-hat & j-hat) is the same, we squished 2 steps into 1.

What should we remember is that order matters here.

Calculating matrix multiplication

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Jaehoon Jang

Masters in Artificial Intelligence, Korea University, South Korea