Graduate Certificate in Machine Learning Theory and Applications
-- ViewingNowThe Graduate Certificate in Machine Learning Theory and Applications is a comprehensive course that bridges the gap between machine learning theory and real-world applications. This program covers fundamental concepts, algorithms, and techniques, emphasizing practical skills to solve complex problems in various industries.
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โข Machine Learning Fundamentals
โข Supervised Learning Algorithms
โข Unsupervised Learning Algorithms
โข Deep Learning Theory
โข Neural Networks and Convolutional Neural Networks (CNNs)
โข Natural Language Processing (NLP) and Machine Translation
โข Reinforcement Learning and Multi-Agent Systems
โข Machine Learning Applications in Industry
โข Ethics and Bias in Machine Learning
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