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Course ID:CSCI(STAT) 6375. 4 hours.
Course Title:Foundations of Data Science
Course
Description:
Introduction to the life cycle of data starting from data collection to cleaning, management, storage, sorting, provenance, visualization, and analysis. A rigorous overview of methods for text mining, image processing, linear models, and scientific computing. Core concepts in supervised and unsupervised analytics, dimensionality reduction, and data visualization will be explored in depth.
Athena Title:Foundations Data Science
Prerequisite:Permission of department
Semester Course
Offered:
Offered fall semester every year.
Grading System:A-F (Traditional)
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