95-803 Deep Learning for Information Systems Management

6 units, Carnegie Mellon University

The purpose of this class is to teach the math and the practical applications of deep learning techniques. The course will use the Keras and Tensorflow deep learning frameworks to walk students through a series of lectures and homework assignments, each focused on a different type of data and problem that can be solved using deep learning techniques. Course lectures will focus on deep learning theory for the first half of lecture and will be project based for the second half. Prior student experience with Python is required.

Prerequisites: 95-796 (min C) and (95-880 (min C) or 90-819 (min C) or 95-888 (min C))

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