Machine Learning, Artificial Intelligence, Mathematics.
not all matrices are invertible. Also, in ML, it will be unlikely to find an exact solution with the presence of noise in data. Our objective is to find the model that best fit the data. To find the best-fit solution, we compute a pseudoinverse which minimizes the least square error below. And the