This course is an introduction to Scientific Computing. Emphasis of the course is on algorithms that play a very important role in several areas of Computer Science such as data analytics, machine learning, computer graphics and others. We will incorparate illustrations from real world applications mostly from Computer Science and other areas of science and engineering