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It is fascinating to see how all biological cells almost share the same traits but humans have an edge over other species when it comes to intelligence. Although DNA decides the form in which particular specie ends up but does it also warrants intelligent behaviour in living beings? We explore the factors which are perceived as intelligent behaviour in living beings and incorporation of these factors in machines using genetic programming which ultimately provides a platform to explore the possibility of a machine to learn for itself that is : to evolve their ability of "learning to learn". The target reader of this book is not only specialized scientific community that is in search of intelligence for the machine world but also general audience who would like to know about the incorporation of intelligent behaviour in machines inspired from the human brain.