This is the second semester of the two semester graduate-level course in numerical analysis. The main goal of this course is to provide a sound theoretical and practical overview of numerical analysis and scientific computing. We will be covering topics from chapters 5 through 10 of our text Classical and Modern Numerical Analysis.