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May 29, 2024
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CS 5324 - Machine Learning in Python
Credits: 3
Introduces the processes of learning from data. Provides an overview of a number of machine learning techniques, including pre-processing, visualization, classification, and regression, used in analytics. Covers classic and contemporary learning techniques, with emphasis on artificial neural networks and deep learning methods. Material covered will be reinforced through hands-on experience using state-of-the art tools. Class examples and assignments will come from the programming language Python. Knowledge of linear algebra, calculus, introductory algorithm analysis, statistics/probability, and an introduction to python programming is suggested. Prerequisites: C- or better in CS 2341 and MATH 3304 . (*updated* 1/23/2020; effective Spring 2020)
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