In this session, we delve into the foundational concepts of algorithms and their analysis. We will begin by exploring what algorithms are and why they are central to computer science and mathematics.

Asymptotic notation is a way of describing the efficiency of algorithms in terms of their input size. The most common asymptotic notations are: Big O (O): Describes an upper bound, representing the ...

Abstract: This tutorial serves as an introduction to recently developed non-asymptotic methods in the theory of-mainly linear-system identification. We emphasize tools we deem particularly useful for ...