Machine learning is a science that studies how to simulate or realize human learning activities using computers, and it is one of the most intelligent and cutting-edge research fields in artificial intelligence. Since the 1980s, machine learning, as a way to realize artificial intelligence, has attracted wide interest in the field of artificial intelligence, especially in the past ten years, the research work in the field of machine learning has developed rapidly, it has become one of the important courses of graduate students in the direction of artificial intelligence.<br>Machine learning is not only used in knowledge-based systems, but also in many fields such as natural language comprehension, non-monotonic reasoning, machine vision and pattern recognition. Whether a system has the ability to learn has become a sign of "intelligentness". It is a multi-disciplinary interdisciplinary subject, which involves computer science, probability statistics, function approximation theory, optimization theory, control theory, decision theory, algorithm complexity theory, experimental science and many other disciplines. Therefore, graduate students have a solid mathematical theoretical basis and programming basis.
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