CS 3341 - Introduction to Data Science

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Prerequisite(s): CS 3307. This course is envisioned as a walkthrough of the data science pipeline and the understanding of how to apply models rather than making new models. Topics include fundamental concepts and techniques of deep learning starting from principles of linear algebra, probability and information theory, machine learning basics, and neural networks.