This lecture introduces iterative methods for solving linear systems, focusing on the convergence analysis and the construction of sequences. The instructor explains how these methods can be used to find solutions for any given data, emphasizing the importance of well-chosen matrices. Various convergence criteria are discussed, along with the theoretical foundations behind the iterative process.