I found knowing the mechanics of Gaussian elimination to be really helpful when learning about algorithms like SVD or using Householder transformations. Knowing

I found knowing the mechanics of Gaussian elimination to be really helpful when learning about algorithms like SVD or using Householder transformations. Knowing how the matrices became triangularized gave me something to hang the new information on.