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Mar 28, 2024
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2021 - 2022 Undergraduate Catalog [ARCHIVED CATALOG]
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DATA 410 - Advanced Applied Machine Learning Credits: (3) Prerequisite(s): DATA 310 and MATH 211 College Curriculum: COLL 400 This course focuses on creating a compelling story of data discovery where students will develop skills to access, read and analyze disparate data sources from a variety of open-access international, governmental, and private organizational databases and will learn about the challenges associated with real data. To tackle these issues, students will use a variety of advanced analytical and machine learning methods including variable selection, nonparametric regression, functional data analysis and deep learning. Students will communicate their findings through the web by creating a data science paper in HTML format that engages a broad audience to understand the data being addressed, the research methods applied, and the results obtained.
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