Machine learning involves computers discovering how they can perform tasks without being explicitly programmed to do so. This course provides a broad introduction to machine learning. Topics include supervised learning (classification, regression); Unsupervised learning (clustering, dimensionality reduction); Reinforcement learning; Semi-supervised learning; and transfer learning. The course will also give a brief overview of the recent state of art deep learning techniques.
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