Mathematics is always fascinating when we understand it by visualizing its effect. Especially, when you already know something and prove it using mathematics, that 'AHA' moment hits differently. The same…
On my road to understanding linear algebra for the sake of machine learning, linear transformation of vectors is the topic that I found most challenging to understand, at the same…
In a given vector space \(V\), the set of all the linear combinations that are possible with the vectors \(v_1, v_1, ..., v_n\) present in \(V\) is called the generating…
In this article on linear algebra, we are going to understand about linear independence between vectors. Furthermore, we will use Gaussian elimination to check if a set of vectors is…
In my previous article on understanding system of linear equations, I explained the basic meaning of system of linear equations. I also mentioned an example where the amount of resources…
During my graduation, I developed interest in machine learning and started studying about it. I realized most part of machine learning, if not all, is mathematics. Because the math I…
