Course organized by TUT, see TUT study guide for up-to-date information.
Learning outcomes
Students understand principles of selected statistical, pattern recognition and machine learning approaches in signal processing related problems. Student can apply the methods to real problems using modern Python tools such as Scikit-Learn and Keras.
Contents
Learning processes, learning machines with a teacher, learning machines without a teacher. The examined methods are discussed in the context of application examples.