This lecture introduces the fundamental concepts of numerical analysis, covering topics such as the mathematical formulation of physical problems, adaptive feature computation, residual analysis, and the importance of well-posed mathematical problems. The instructor explains the process of finding numerical solutions to mathematical problems, considering factors like conditioning numbers, truncation errors, and convergence criteria.