40717 Machine LearningHamid Beigy, Sharif University of Technology, Spring 2023.
Course DescriptionIn this course, we will introduce the field of machine learning, focusing on the core concepts of supervised, unsupervised, and reinforcement learning. In supervised learning, we learn a function mapping between the input and the output based on input data labeled with the desired output. The purpose of unsupervised learning is to discover latent structures in input samples when output labels are not available. We will discuss reinforcement learning models and algorithms when evaluative feedback is available. Course Information
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