The main purpose of this course is to provide the fundamental knowledge to the engineering students so that they can understand basics of AI. The course covers: Introduction to AI, Problem formulation, Search, Production system, Ontology, Propositional logic, First order predicate logic, Fuzzy logic, Pattern Recognition, Distance-Based Neural Network, Multilayer Neural Networks, Decision trees. Python, MATLAB are used for simulation purpose.