This course is designed for senior in Computer Engineering major to introduce them to the fundamentals and theories of machine learning algorithms. Students will be taught the theory, design and implementation of different machine learning algorithms such as Bayes classifiers, decision trees, neural networks, DNN, evolutionary algorithms, inductive learning. Students will implement and compare different algorithms for learning problems. The project is an integral component of this course.