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Machine Learning Education refers to the pedagogical practices and resources aimed at fostering understanding, skills, and competencies in machine learning, a subset of artificial intelligence that involves designing algorithms capable of learning from data. It encompasses theoretical foundations as well as practical applications, often integrating computer programming and statistical analysis. Machine Learning Education is typically situated within broader fields like Computer Education and Information Technology Education, emphasizing the development of critical thinking, problem-solving, and creativity in learners.