Linear Algebra, Randomization, Singular Values, Eigenvectors, Thoughts And Theory.
particular question is becoming relevant day by day because of the abundance of data we are experiencing now a days. For example, improved sensors in our smartphone cameras or streaming HD videos in YouTube. We are increasingly facing scenarios where we need to deal with millions of measurements