I present key philosophical issues, ranging from external world skepticism to the existence of God to the problem of induction through the use of critical computational concepts, ranging from image manipulation to recursive programming to elementary machine learning techniques. By illuminating some of the overlapping conceptual spaces of computer science and philosophy, I provide readers with fundamental programming skills along with critical thinking skills essential for examining some of the enduring questions of philosophy.