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This course is designed for engineering students who have already a basic background in signals & systems, probability theory and statistics. It offers the theoretical foundations to information theory and communication theory. Stochastic signal representation and processing is addressed. The course describes the time-frequency characterization and processing of random processes. Operations such as quantization and modulation are outlined in detail.