There has been a lot going on in the field of Artificial Intelligence and Machine Learning. These new approaches towards problem solving in both real-world practical and theoretical scenarios have opened doors for limitless improvements (and opportunities) in many domains ranging from finance, biology, space-technology and so on. Many eminent researchers in the new field believe that the field of electrical engineering is no exception. With this thread to be specific, we are looking for some motivation for doing a thesis in this domain of AI & EPS. AI techniques & machine learning methods are used to solve many real-time related problems in Electronics Engineering. They are used (through learning and training) to model a complex system where analytical methods fail, to construct robust controllers, and to solve for optimal solutions.