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Abstract:
We present and motivate the contents of a one quarter AI course. In this course, we provide a solid introduction to search and logic, combined with a philosophical review of classical AI. We furthermore introduce major tools and applications, including knowledge representation, reasoning under uncertainty and several forms of machine learning including neural networks. We end the course with student presentations of current work in AI.