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Course Title[Course Code]:Principles of Numerical Computations[SC 514]

Faculty: Computers and Artificial Intelligence
Department: Computer Science
Program: Computer Science
Compulsory / Elective:Elective
Postgraduate(Diploma-Not Available)

Course Description:
This course on machine learning will give an overview of many concepts, techniques, and algorithms in machine learning, beginning with topics such as classification and linear regression and ending up with more recent topics such as neural networks, boosting, support vector machines, hidden Markov models, and Bayesian networks. The course will give the student the basic ideas and intuition behind modern machine learning methods as well as a bit more formal understanding of how, why, and when they work.