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The monograph-book Artificial Intelligence is organised as per Syllabus of same course on Master studies at University of Prishtina, Faculty of Mechanical Engineering, Department of Mechatronics. Book contains 5 Chapters. Starting from PID Control, Fuzzy Logic Control, Artificial Neural Networks (ANN) and special introductions for ANN - Back propagation type, Genetic Algorithms, Fuzzy Systems & Genetic Algorithms (FS&GA). The book contains examples of use of PID Control for DC Motor, Building your own FLC, FS&GA's using Matlab programming software. Also are given instructions and requests for the student projects.